0001273813-24-000024.txt : 20240418 0001273813-24-000024.hdr.sgml : 20240418 20240418171207 ACCESSION NUMBER: 0001273813-24-000024 CONFORMED SUBMISSION TYPE: 8-K PUBLIC DOCUMENT COUNT: 17 CONFORMED PERIOD OF REPORT: 20240418 ITEM INFORMATION: Results of Operations and Financial Condition ITEM INFORMATION: Financial Statements and Exhibits FILED AS OF DATE: 20240418 DATE AS OF CHANGE: 20240418 FILER: COMPANY DATA: COMPANY CONFORMED NAME: ASSURED GUARANTY LTD CENTRAL INDEX KEY: 0001273813 STANDARD INDUSTRIAL CLASSIFICATION: SURETY INSURANCE [6351] ORGANIZATION NAME: 02 Finance IRS NUMBER: 000000000 STATE OF INCORPORATION: D0 FISCAL YEAR END: 1231 FILING VALUES: FORM TYPE: 8-K SEC ACT: 1934 Act SEC FILE NUMBER: 001-32141 FILM NUMBER: 24854998 BUSINESS ADDRESS: STREET 1: 30 WOODBOURNE AVE STREET 2: 5TH FLOOR CITY: HAMILTON BERMUDA STATE: D0 ZIP: HM08 BUSINESS PHONE: 441-279-5700 MAIL ADDRESS: STREET 1: 30 WOODBOURNE AVE STREET 2: 5TH FLOOR CITY: HAMILTON BERMUDA STATE: D0 ZIP: HM08 FORMER COMPANY: FORMER CONFORMED NAME: AGR LTD DATE OF NAME CHANGE: 20040122 FORMER COMPANY: FORMER CONFORMED NAME: AGC HOLDINGS LTD DATE OF NAME CHANGE: 20031218 8-K 1 ago-20240418.htm 8-K ago-20240418
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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 8-K
Current Report
Pursuant to Section 13 or 15 (d) of the
Securities Exchange Act of 1934
Date of Report (Date of earliest event reported)—April 18, 2024
AG_300 - Logo.jpg
ASSURED GUARANTY LTD.
(Exact name of registrant as specified in its charter)
Bermuda001-3214198-0429991
(State or other jurisdiction
of incorporation or organization)
(Commission File Number) (I.R.S. Employer
Identification No.)
30 Woodbourne Avenue
Hamilton HM 08 Bermuda
(Address of principal executive offices)
Registrant’s telephone number, including area code: (441279-5700
Not applicable
(Former name or former address, if changed since last report)
Check the appropriate box below if the Form 8-K filing is intended to simultaneously satisfy the filing obligation of the registrant under any of the following provisions (see General Instruction A.2. below):
    Written communications pursuant to Rule 425 under the Securities Act (17 CFR 230.425)
    Soliciting material pursuant to Rule 14a-12 under the Exchange Act (17 CFR 240.14a-12)
    Pre-commencement communications pursuant to Rule 14d-2(b) under the Exchange Act (17 CFR 240.14d-2(b))
    Pre-commencement communications pursuant to Rule 13e-4(c) under the Exchange Act (17 CFR 240.13e-4(c))

Securities registered pursuant to Section 12(b) of the Act:
Title of each class:Trading Symbol(s)Name of exchange on which registered
Common Shares$0.01 par value per shareAGONew York Stock Exchange
Assured Guaranty US Holdings Inc. 6.125% Senior Notes due 2028 (and the related guarantee of Registrant)AGO/28New York Stock Exchange
Assured Guaranty US Holdings Inc. 3.150% Senior Notes due 2031 (and the related guarantee of Registrant)AGO/31New York Stock Exchange
Assured Guaranty US Holdings Inc. 3.600% Senior Notes due 2051 (and the related guarantee of Registrant)AGO/51New York Stock Exchange
Indicate by check mark whether the registrant is an emerging growth company as defined in Rule 405 of the Securities Act of 1933 (17 CFR §230.405) or Rule 12b-2 of the Securities Exchange Act of 1934 (17 CFR §240.12b-2).

Emerging growth company

If an emerging growth company, indicate by check mark if the registrant has elected not to use the extended transition period for complying with any new or revised financial accounting standards provided pursuant to Section 13(a) of the Exchange Act.



Item 2.02Results of Operations and Financial Condition
 
On April 18, 2024, Assured Guaranty Ltd. made available in the Investor Information section of its website the December 31, 2023 Consolidated Financial Statements of its subsidiaries Assured Guaranty Re Ltd. and Assured Guaranty Re Overseas Ltd. The December 31, 2023 Consolidated Financial Statements of Assured Guaranty Re Ltd. are attached hereto as Exhibit 99.1. The December 31, 2023 Consolidated Financial Statements of Assured Guaranty Re Overseas Ltd. are attached hereto as Exhibit 99.2.
Item 9.01
Financial Statements and Exhibits.
(d) Exhibits

The Assured Guaranty Re Ltd. December 31, 2023 Consolidated Financial Statements, which are attached hereto as Exhibit 99.1, are being furnished under Item 2.02.
The Assured Guaranty Re Overseas Ltd. December 31, 2023 Consolidated Financial Statements, which are attached hereto as Exhibit 99.2, are being furnished under Item 2.02.
Exhibit
Number
Description
99.1
99.2
104.1Cover Page Interactive Data File - the cover page XBRL tags are embedded within the Inline XBRL document

2


SIGNATURES
Pursuant to the requirements of the Securities Exchange Act of 1934, the Registrant has duly caused this report to be signed on its behalf by the undersigned hereunto duly authorized.
Assured Guaranty Ltd.
By:
/s/ BENJAMIN G. ROSENBLUM
Name: Benjamin G. Rosenblum
Title:
Chief Financial Officer
DATE: April 18, 2024








































3
EX-99.1 2 gaapagre4q2023fs.htm AG RE FINANCIAL STATEMENTS Document

Exhibit 99.1





Assured Guaranty Re Ltd.

(a wholly-owned subsidiary of Assured Guaranty Ltd.)

Consolidated Financial Statements

December 31, 2023 and 2022








Assured Guaranty Re Ltd.

Index to Consolidated Financial Statements

December 31, 2023 and 2022





Report of Independent Auditors
To the Board of Directors of Assured Guaranty Re Ltd.

Opinion

We have audited the accompanying consolidated financial statements of Assured Guaranty Re Ltd. and its subsidiaries (the “Company”), which comprise the consolidated balance sheets as of December 31, 2023 and 2022, and the related consolidated statements of operations, of comprehensive income (loss), of shareholder’s equity and of cash flows for the years then ended, including the related notes (collectively referred to as the “consolidated financial statements”).

In our opinion, the accompanying consolidated financial statements present fairly, in all material respects, the financial position of the Company as of December 31, 2023 and 2022, and the results of its operations and its cash flows for the years then ended in accordance with accounting principles generally accepted in the United States of America.

Basis for Opinion

We conducted our audit in accordance with auditing standards generally accepted in the United States of America (US GAAS). Our responsibilities under those standards are further described in the Auditors’ Responsibilities for the Audit of the Consolidated Financial Statements section of our report. We are required to be independent of the Company and to meet our other ethical responsibilities, in accordance with the relevant ethical requirements relating to our audit. We believe that the audit evidence we have obtained is sufficient and appropriate to provide a basis for our audit opinion.

Responsibilities of Management for the Consolidated Financial Statements

Management is responsible for the preparation and fair presentation of the consolidated financial statements in accordance with accounting principles generally accepted in the United States of America, and for the design, implementation, and maintenance of internal control relevant to the preparation and fair presentation of consolidated financial statements that are free from material misstatement, whether due to fraud or error.

In preparing the consolidated financial statements, management is required to evaluate whether there are conditions or events, considered in the aggregate, that raise substantial doubt about the Company’s ability to continue as a going concern for one year after the date the consolidated financial statements are available to be issued.

Auditors’ Responsibilities for the Audit of the Consolidated Financial Statements

Our objectives are to obtain reasonable assurance about whether the consolidated financial statements as a whole are free from material misstatement, whether due to fraud or error, and to issue an auditors’ report that includes our opinion. Reasonable assurance is a high level of assurance but is not absolute assurance and therefore is not a guarantee that an audit conducted in accordance with US GAAS will always detect a material misstatement when it exists. The risk of not detecting a material misstatement resulting from fraud is higher than for one resulting from error, as fraud may involve collusion, forgery, intentional omissions, misrepresentations, or the override of internal control. Misstatements are considered material if there is a substantial likelihood that, individually or in the aggregate, they would influence the judgment made by a reasonable user based on the consolidated financial statements.

In performing an audit in accordance with US GAAS, we:

Exercise professional judgment and maintain professional skepticism throughout the audit.
Identify and assess the risks of material misstatement of the consolidated financial statements, whether due to fraud or error, and design and perform audit procedures responsive to those risks. Such procedures include examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements.
Obtain an understanding of internal control relevant to the audit in order to design audit procedures that are appropriate in the circumstances, but not for the purpose of expressing an opinion on the effectiveness of the Company's internal control. Accordingly, no such opinion is expressed.
Evaluate the appropriateness of accounting policies used and the reasonableness of significant accounting estimates made by management, as well as evaluate the overall presentation of the consolidated financial statements.
Conclude whether, in our judgment, there are conditions or events, considered in the aggregate, that raise substantial doubt about the Company’s ability to continue as a going concern for a reasonable period of time.

We are required to communicate with those charged with governance regarding, among other matters, the planned scope and timing of the audit, significant audit findings, and certain internal control-related matters that we identified during the audit.

/s/ PricewaterhouseCoopers LLP

New York, New York
April 18, 2024
1


Assured Guaranty Re Ltd.

Consolidated Balance Sheets

(dollars in thousands except par value and share amounts)
As of December 31,
20232022
Assets
Investments, at fair value:
Fixed-maturity securities, available-for-sale, net of allowance for credit loss of $1,056 and $642 (amortized cost of $1,256,517 and $1,252,342)$1,195,864 $1,163,596 
Short-term investments79,313 100,804 
Equity method investment3,496 — 
Total investments1,278,673 1,264,400 
Cash9,880 2,522 
Loan receivable from affiliate20,000 20,000 
Premiums receivable, net of commissions payable289,750 245,982 
Deferred acquisition costs247,754 240,292 
Salvage and subrogation recoverable47,021 29,317 
Assumed funds held from affiliates 74,637 65,352 
Receivable from ceding companies4,849 64,610 
Deferred tax assets, net193,012 5,811 
Other assets (includes $2,261 and $125, at fair value)89,758 29,131 
Total assets
$2,255,334 $1,967,417 
Liabilities
Unearned premium reserve$824,249 $795,506 
Loss and loss adjustment expense reserve244,243 243,461 
Other liabilities (includes $12,862 and $29,780, at fair value)92,394 90,730 
Total liabilities
1,160,886 1,129,697 
Commitments and contingencies (Note 12)
Shareholder’s equity
Preferred stock ($0.01 par value, 2 shares authorized; none issued and outstanding in 2023 and 2022)— — 
Common stock ($1.00 par value, 1,377,587 shares authorized, issued and outstanding in 2023 and 2022)1,378 1,378 
Additional paid-in capital856,604 856,604 
Retained earnings291,197 61,110 
Accumulated other comprehensive income (loss), net of tax provision (benefit) of $(4,865) and $(6,732)(54,731)(81,372)
Total shareholder’s equity
1,094,448 837,720 
Total liabilities and shareholder’s equity
$2,255,334 $1,967,417 
The accompanying notes are an integral part of these consolidated financial statements.


2


Assured Guaranty Re Ltd.

Consolidated Statements of Operations

(in thousands)
Year Ended December 31,
20232022
Revenues
Net earned premiums$81,322 $85,404 
Net investment income54,027 44,663 
Net realized investment gains (losses)(2,050)(1,006)
Fair value gains (losses) on credit derivatives20,362 (2,153)
Foreign exchange gains (losses) on remeasurement8,087 (13,482)
Change in assumed funds held with affiliates21,045 (17,324)
Other income (loss)9,303 3,589 
Total revenues
192,096 99,691 
Expenses
Loss and loss adjustment expenses (benefit)50,818 2,989 
Amortization of deferred acquisition costs23,373 25,015 
Employee compensation and benefit expenses12,798 11,295 
Other operating expenses6,568 6,256 
Total expenses
93,557 45,555 
Income (loss) before income taxes
98,539 54,136 
Provision (benefit) for income taxes
Current4,121 2,920 
Deferred(189,069)(569)
Total provision (benefit) for income taxes
(184,948)2,351 
Net income (loss)
$283,487 $51,785 

The accompanying notes are an integral part of these consolidated financial statements.

3


Assured Guaranty Re Ltd.

Consolidated Statements of Comprehensive Income (Loss)

(in thousands)
Year Ended December 31,
20232022
Net income (loss)
$283,487 $51,785 
Change in net unrealized gains (losses) on:
Investments with no credit impairment, net of tax provision (benefit) of $1,633 and $(10,832)27,449 (154,459)
Investments with credit impairment, net of tax provision (benefit) of $234 and $(880)(808)(4,359)
Other comprehensive income (loss)26,641 (158,818)
Comprehensive income (loss)
$310,128 $(107,033)

The accompanying notes are an integral part of these consolidated financial statements.

4


Assured Guaranty Re Ltd.

Consolidated Statements of Shareholder’s Equity

Years Ended December 31, 2023 and 2022

(in thousands)
Preferred
Stock
Common
Stock
Additional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income (Loss)
Total
Shareholder’s
Equity
As of December 31, 2021$ $1,378 $856,604 $9,325 $77,446 $944,753 
Net income— — — 51,785 — 51,785 
Other comprehensive loss— — — — (158,818)(158,818)
As of December 31, 2022 1,378 856,604 61,110 (81,372)837,720 
Net income— — — 283,487 — 283,487 
Dividends— — — (53,400)— (53,400)
Other comprehensive income— — — — 26,641 26,641 
As of December 31, 2023$ $1,378 $856,604 $291,197 $(54,731)$1,094,448 

The accompanying notes are an integral part of these consolidated financial statements.

5


Assured Guaranty Re Ltd.

Consolidated Statements of Cash Flows

(in thousands)
Year Ended December 31,
20232022
Cash flows from operating activities:
Net income (loss)$283,487 $51,785 
Provision for deferred income taxes(189,069)(569)
Change in premiums receivable, net of premiums and commissions payable(30,048)11,368 
Change in assumed funds held(9,285)27,568 
Change in ceded unearned premium reserve(13,485)1,574 
Change in unearned premium reserve28,743 (10,788)
Change in loss and loss adjustment expense reserve and salvage and subrogation recoverable, net7,706 14,951 
Change in deferred acquisition cost(7,462)(1,131)
Change in credit derivatives assets and liabilities, net(19,054)1,045 
Other(2,338)4,792 
Net cash flows provided by (used in) operating activities
49,195 100,595 
Cash flows from investing activities:
Fixed-maturity securities, available-for-sale:
Purchases(213,153)(105,597)
Sales80,252 19,235 
Maturities126,541 59,689 
Net sales (purchases) of short-term investments with original maturities of less than three months21,490 (72,433)
Purchase of equity method investments(3,496)— 
Other— (1)
Net cash flows provided by (used in) investing activities
11,634 (99,107)
Cash flows from financing activities:
Dividends paid(53,546)— 
Net cash flows provided by (used in) financing activities
(53,546) 
Effect of foreign exchange rate changes75 17 
Increase (decrease) in cash 7,358 1,505 
Cash at beginning of period 2,522 1,017 
Cash at end of period
$9,880 $2,522 
Supplemental cash flow information
Income taxes paid (received)$3,900 $2,339 
The accompanying notes are an integral part of these consolidated financial statements.
6

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements
1.    Business and Basis of Presentation

Business

Assured Guaranty Re Ltd. (AG Re or, together with its subsidiaries, the Company) is wholly owned by Assured Guaranty Ltd. (AGL and, together with its subsidiaries, Assured Guaranty), a Bermuda-based holding company that provides, through its operating subsidiaries, credit protection products to the United States (U.S.) and non-U.S. public finance (including infrastructure) and structured finance markets. Assured Guaranty also participates in the asset management business.

AG Re is incorporated with limited liability under the laws of Bermuda and is licensed as a Class 3B Insurer under the Insurance Act 1978, and amendments thereto and related regulations. AG Re owns Assured Guaranty Overseas US Holdings Inc. (AGOUS), a Delaware corporation, which owns the entire share capital of a Bermuda reinsurer, Assured Guaranty Re Overseas Ltd. (AGRO). AGRO was incorporated with limited liability under the Bermuda Companies Act 1981 and is licensed as a Class 3A Insurer and a Class C Long-Term Insurer under the Insurance Act 1978, and amendments thereto and related regulations. AGRO owns AG Intermediary Inc., a New York company. AGRO maintains certified reinsurer status by the Missouri Department of Insurance.

AG Re and AGRO write business as reinsurers of third-party primary insurers and as reinsurers/retrocessionaires of certain affiliated companies. Under a reinsurance agreement, the reinsurer, in consideration of a premium paid to it, agrees to indemnify another insurer, called the ceding company, for part or all of the liability of the ceding company under one or more insurance policies that the ceding company has issued. The Company reinsures financial guaranty insurance contracts under quota share and excess of loss reinsurance treaties and, through AGRO, provides certain other types of insurance and reinsurance.

AG Re underwrites financial guaranty reinsurance. Financial guaranty insurance protects holders of debt instruments and other monetary obligations from defaults in scheduled payments. If an obligor defaults on a scheduled payment due on an obligation, including a scheduled principal or interest payment (collectively, debt service), the insurer is required under its unconditional and irrevocable financial guaranty to pay the amount of the shortfall to the holder of the obligation. The Company provides financial guaranty reinsurance under quota share and excess of loss treaties.

    AGRO also guarantees specialty business with risk profiles similar to those of its structured finance exposures written in financial guaranty form. Specialty business includes, for example, excess-of-loss guarantees of a minimum amount of billed rent on diversified portfolios of real estate properties, insurance securitizations and residual value insurance (RVI) transactions.

The Company’s affiliates, Assured Guaranty Corp. (AGC), Assured Guaranty Municipal Corp. (AGM), Assured Guaranty UK Limited (AGUK) and Assured Guaranty (Europe) SA (AGE, and together with AGC, AGM and AGUK, the affiliated ceding companies), account for all of the new financial guaranty assumed reinsurance business.
    
Basis of Presentation

The consolidated financial statements have been prepared in conformity with accounting principles generally accepted in the United States of America (GAAP). In management’s opinion, all material adjustments necessary for a fair statement of the financial condition, results of operations and cash flows of the Company are reflected in the periods presented and are of a normal, recurring nature. The preparation of financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities as of the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results could differ from those estimates. The consolidated financial statements include the accounts of AG Re and its direct and indirect subsidiaries. Intercompany accounts and transactions between and among AG Re and its subsidiaries have been eliminated. Certain prior year balances have been reclassified to conform to the current year’s presentation.
    
Significant Accounting Policies

    The Company revalues foreign currency denominated assets, liabilities, revenue and expenses into U.S. dollars using applicable exchange rates prescribed by GAAP. Gains and losses relating to translating transactions in foreign denominations are reported in the consolidated statements of operations.

    Other accounting policies are included in the following notes to the consolidated financial statements.

7

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Note NameNote Number
Expected loss to be paid (recovered)
Note 3
Contracts accounted for as insurance
Note 4
Contracts accounted for as credit derivatives
Note 5
Reinsurance
Note 6
Investments and cash
Note 7
Fair value measurement
Note 8
Income taxes
Note 9
Related party transactions
Note 11
Commitments and contingencies
Note 12


Recent Accounting Standards Adopted

Targeted Improvements to the Accounting for Long-Duration Contracts

    In August 2018, the Financial Accounting Standards Board (FASB) issued Accounting Standards Update (ASU) 2018-12, Financial Services - Insurance (Topic 944): Targeted Improvements to the Accounting for Long-Duration Contracts. The Company’s adoption of this ASU on January 1, 2023 did not have any effect on the Company’s consolidated financial statements.

Recent Accounting Standards Not Yet Adopted

In December 2023, the FASB issued ASU 2023-09, Income Taxes (Topic 740): Improvements to Income Tax Disclosures. The amendments require enhanced annual disclosures regarding the rate reconciliation and income taxes paid. This ASU is effective for fiscal years beginning after December 15, 2024. The Company will apply the amendments in this ASU prospectively to all annual periods beginning after December 15, 2024. The Company is evaluating the effect that the adoption of this ASU may have on its disclosures.

2.    Outstanding Exposure

The Company’s outstanding exposure consists primarily of reinsurance of financial guaranty contracts written in insurance form. The Company also reinsures some financial guaranty contracts that are in credit derivative form, primarily credit default swaps (CDS). Whether written directly or assumed, the Company considers credit derivative contracts to be financial guaranty contracts. The Company also writes specialty business that is consistent with its risk profile and benefits from its financial guaranty underwriting experience.

The Company seeks to limit its exposure to losses by underwriting obligations that it views to be investment grade at inception, diversifying its insured portfolio across sector and geography and, in the structured finance portfolio, generally requires subordination or collateral to protect it from loss. Reinsurance may be used in order to reduce net exposure to certain insured transactions.

Public finance obligations assumed by the Company primarily consist of general obligation bonds supported by the taxing powers of U.S. state or municipal governmental authorities, as well as tax-supported bonds, revenue bonds and other obligations supported by covenants from state or municipal governmental authorities or other municipal obligors to impose and collect fees and charges for public services or specific infrastructure projects. The Company includes within public finance obligations those obligations backed by the cash flow from leases or other revenues from projects serving substantial public purposes, including utilities, toll roads, healthcare facilities and government office buildings. The Company also includes within public finance obligations similar obligations issued by U.S. and non-U.S. sovereign and sub-sovereign issuers and governmental authorities.

Structured finance obligations assumed by the Company are generally issued by special purpose entities and backed by pools of assets having an ascertainable cash flow or market value or other specialized financial obligations. The Company’s specialty business not executed in financial guaranty form have risk profiles similar to those of its structured finance exposures written in financial guaranty form.

8

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Significant Risk Management Activities

The Portfolio Risk Management Committee of the Company’s indirect parent, AGL, which includes members of Assured Guaranty’s senior management and senior risk and surveillance officers, is responsible for enterprise risk management for Assured Guaranty and focuses on measuring and managing insurance credit, market and liquidity risk for Assured Guaranty. This committee establishes Assured Guaranty-wide credit policy for Assured Guaranty’s direct and assumed insurance business. It implements specific insurance underwriting procedures and limits for Assured Guaranty and allocates underwriting capacity among AGL’s insurance subsidiaries, including the Company. All insurance transactions in new asset classes or new jurisdictions must be approved by this committee.

Separate from AGL’s Portfolio Risk Management Committee, the Company has its own risk management, credit and reserve committees. The Company’s risk management committee conducts an in-depth review of the Company’s insured portfolio, focusing on varying portions of the portfolio at regular, periodic meetings. The Company’s risk management committee reviews and may revise internal ratings assigned to the insured transactions and reviews sector reports, monthly product line surveillance reports and compliance reports.

All transactions in the Company’s insured portfolio are assigned internal credit ratings by the relevant Company underwriting committee at the transaction’s inception, and such credit ratings are updated by the risk management committee based on changes in transaction credit quality. The Company’s reserve committee reviews the reserve methodology for each major asset class or significant below-investment-grade (BIG) transaction, as well as loss projection scenarios and the probability weights assigned to those scenarios. The reserve committee also establishes reserves for AGRO, taking into consideration the supporting information provided by surveillance personnel and subject to approval by the board of directors. As part of the surveillance process, the Company monitors trends and changes in transaction credit quality and recommends such remedial actions as may be necessary or appropriate; however, most loss mitigation occurs at the Company's ceding companies, which are primarily liable for the Company's assumed obligations. The Company’s ceding companies, including the Company’s affiliates AGM, AGC, AGUK and AGE also develop strategies to enforce their contractual rights and remedies and to mitigate their losses, engage in negotiations with transaction participants and, when necessary, manage any litigation proceedings. The Company generally assumes its proportionate share of any net benefits realized by the ceding company for loss mitigation strategies.

Surveillance Categories
 
The Company segregates its insured portfolio into investment grade and BIG surveillance categories to facilitate the appropriate allocation of resources to monitoring and loss mitigation efforts and to aid in establishing the appropriate cycle for periodic review of each exposure. BIG exposures include all exposures with internal credit ratings below BBB-.

The Company’s internal credit ratings are based on internal assessments of the likelihood of default and loss severity in the event of default. Internal credit ratings are expressed on a ratings scale similar to that used by the rating agencies and generally reflect an approach similar to that employed by the rating agencies, except that the Company’s internal credit ratings focus on future performance rather than lifetime performance.

The Company monitors its insured portfolio and refreshes its internal credit ratings on individual exposures in quarterly, semi-annual or annual cycles based on the Company’s view of the exposure’s credit quality, loss potential, volatility and sector. Ratings on exposures in sectors identified as under the most stress or with the most potential volatility are reviewed every quarter, although the Company may also review a rating in response to developments impacting a credit when a ratings review is not scheduled. For assumed exposures, the Company may use the ceding company’s credit ratings of transactions where it is impractical for it to assign its own rating.

Exposures identified as BIG are subjected to further review to determine the probability of a loss. See Note 3, Expected Loss to be Paid (Recovered). Surveillance personnel then assign each BIG transaction to one of the three BIG surveillance categories described below based upon whether a future loss is expected and whether a claim has been paid. The Company uses pre-tax investment portfolio book yields to calculate the present value of projected payments and recoveries and determine whether a future loss is expected in order to assign the appropriate BIG surveillance category to a transaction. For financial statement measurement purposes, the Company uses risk-free rates, which are determined each quarter, to calculate the expected loss.

More extensive monitoring and intervention are employed for all BIG surveillance categories, with internal credit ratings reviewed quarterly. For purposes of determining the appropriate surveillance category, the Company expects “future
9

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
losses” on a transaction when the Company believes there is at least a 50% chance that, on a present value basis, it will in the future pay claims on that transaction that will not be fully reimbursed. The three BIG surveillance categories are:

•    BIG Category 1: Below-investment-grade transactions showing sufficient deterioration to make future losses possible, but for which none are currently expected.

•    BIG Category 2: Below-investment-grade transactions for which future losses are expected but for which no claims (other than liquidity claims, which are claims that the Company expects to be reimbursed within one year) have yet been paid.

•    BIG Category 3: Below-investment-grade transactions for which future losses are expected and on which claims (other than liquidity claims) have been paid.

Financial Guaranty Exposure

    The Company measures its financial guaranty exposure in terms of (i) gross and net par outstanding and (ii) gross and net debt service.

    In its financial guaranty reinsurance business, the Company typically reinsures the ceding companies’ guaranties of the payment of debt service when due. Since most of these payments are due in the future, the Company generally uses gross and net par outstanding as a proxy for its financial guaranty exposure. Gross par outstanding generally represents the principal amount of the insured obligation at a point in time. Net par outstanding equals gross par outstanding net of any reinsurance. The Company includes in its par outstanding calculation the impact of any consumer price index inflator to the reporting date as well as, in the case of accreting (zero-coupon) obligations, accretion to the reporting date. Non-U.S. dollar denominated par outstanding is translated at the spot rate at the end of the reporting period.

    Gross debt service outstanding represents the sum of all estimated future debt service payments on the insured obligations, on an undiscounted basis. Net debt service outstanding equals gross debt service outstanding net of any reinsurance. Future debt service payments include the estimated impact of any consumer price index inflator after the reporting date, as well as, in the case of accreting (zero-coupon) obligations, accretion after the reporting date.

    The Company calculates its debt service outstanding as follows:

for insured obligations that are not supported by homogeneous pools of assets (which category includes most of the Company’s public finance transactions), as the total estimated contractual future debt service due through maturity, regardless of whether the obligations may be called and regardless of whether, in the case of obligations where principal payments are due when an underlying asset makes a principal payment, the Company believes the obligations will be repaid prior to contractual maturity; and

for insured obligations that are supported by homogeneous pools of assets that are contractually permitted to prepay principal (which category includes, for example, residential mortgage-backed securities (RMBS)), as the total estimated expected future debt service due on insured obligations through their respective expected terms, which includes the Company’s expectations as to whether the obligations may be called and, in the case of obligations where principal payments are due when an underlying asset makes a principal payment, when the Company expects principal payments to be made prior to contractual maturity.

     The calculation of debt service requires the use of estimates, which the Company updates periodically, including estimates and assumptions for the expected remaining term of insured obligations supported by homogeneous pools of assets, updated interest rates for floating and variable rate insured obligations, behavior of consumer price indices for obligations with consumer price index inflators, foreign exchange rates and other assumptions based on the characteristics of each insured obligation. Debt service is a measure of the estimated maximum potential exposure to insured obligations before considering the Company’s various legal rights to the underlying collateral and other remedies available to it under its financial guaranty contract.

    Actual debt service may differ from estimated debt service due to refundings, terminations, negotiated restructurings, prepayments, changes in interest rates on variable rate insured obligations, consumer price index behavior differing from that projected, changes in foreign exchange rates on non-U.S. dollar denominated insured obligations and other factors.

10

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Financial Guaranty Portfolio
Debt Service and Par Outstanding
As of December 31, 2023As of December 31, 2022
GrossNetGrossNet
(in thousands)
Debt Service
Public finance$86,668,343 $86,668,343 $83,721,256 $83,721,256 
Structured finance4,440,124 4,140,124 3,778,801 3,778,801 
Total financial guaranty$91,108,467 $90,808,467 $87,500,057 $87,500,057 
Par Outstanding
Public finance$54,696,266 $54,696,266 $52,956,953 $52,956,953 
Structured finance4,278,271 3,978,271 3,644,285 3,644,285 
Total financial guaranty$58,974,537 $58,674,537 $56,601,238 $56,601,238 

Financial Guaranty
Net Debt Service Outstanding (1)
As of December 31, 2023As of December 31, 2022
AG ReAGROTotalAG ReAGROTotal
(in thousands)
Public finance
$86,518,831 $149,512 $86,668,343 $83,451,242 $270,014 $83,721,256 
Structured finance
4,140,124 — 4,140,124 3,778,801 — 3,778,801 
Total financial guaranty
$90,658,955 $149,512 $90,808,467 $87,230,043 $270,014 $87,500,057 
____________________
(1)    Under U.S. single risk limit calculations, $83,470.1 million and $80,237.9 million as of December 31, 2023 and December 31, 2022, respectively, of AG Re’s stand-alone net debt service outstanding relates to exposures that would comply with the single risk limitations in the U.S.

Financial Guaranty Portfolio by Internal Rating
As of December 31, 2023
Public Finance
U.S.
Public Finance
Non-U.S.
Structured Finance
U.S.
Structured Finance
Non-U.S.
Total
Rating CategoryNet Par
Outstanding
%Net Par
Outstanding
%Net Par
Outstanding
%Net Par
Outstanding
%Net Par
Outstanding
%
(dollars in thousands)
AAA$25,187 0.1 %$644,375 5.6 %$61,918 1.6 %$46,950 32.7 %$778,430 1.3 %
AA3,861,469 8.9 962,926 8.4 2,391,069 62.4 14,321 10.0 7,229,785 12.3 
A23,973,434 55.5 3,000,000 26.0 899,988 23.5 73,323 51.1 27,946,745 47.6 
BBB14,485,385 33.6 6,863,094 59.5 89,682 2.3 7,398 5.2 21,445,559 36.6 
BIG827,519 1.9 52,877 0.5 392,122 10.2 1,500 1.0 1,274,018 2.2 
Total net par outstanding$43,172,994 100.0%$11,523,272 100.0%$3,834,779 100.0%$143,492 100.0%$58,674,537 100.0%
11

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Financial Guaranty Portfolio by Internal Rating
As of December 31, 2022
Public Finance
U.S.
Public Finance
Non-U.S.
Structured Finance
U.S.
Structured Finance
Non-U.S.
Total
Rating CategoryNet Par
Outstanding
%Net Par
Outstanding
%Net Par
Outstanding
%Net Par
Outstanding
%Net Par
Outstanding
%
(dollars in thousands)
AAA$51,002 0.1 %$614,233 6.2 %$63,478 1.8 %$46,497 44.0 %$775,210 1.4 %
AA3,643,187 8.5 838,196 8.5 2,558,655 72.3 2,022 1.9 7,042,060 12.4 
A23,924,639 55.5 1,191,659 12.1 433,940 12.2 43,795 41.5 25,594,033 45.2 
BBB14,549,106 33.7 7,168,564 72.8 76,612 2.2 8,166 7.7 21,802,448 38.5 
BIG940,432 2.2 35,935 0.4 405,992 11.5 5,128 4.9 1,387,487 2.5 
Total net par outstanding$43,108,366 100.0%$9,848,587 100.0%$3,538,677 100.0%$105,608 100.0%$56,601,238 100.0%

12

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Financial Guaranty Portfolio
Net Par Outstanding by Sector
As of December 31,
Sector20232022
(in thousands)
Public finance:
U.S. public finance:
General obligation$18,036,462 $18,401,313 
Tax backed7,872,501 8,292,446 
Municipal utilities6,104,264 5,915,708 
Transportation4,333,135 4,099,239 
Infrastructure finance2,208,163 1,942,678 
Healthcare2,100,585 1,912,163 
Higher education1,777,266 1,814,999 
Housing revenue218,999 189,588 
Investor-owned utilities188,882 189,697 
Renewable energy47,764 52,558 
Other public finance284,973 297,977 
Total U.S. public finance43,172,994 43,108,366 
Non-U.S. public finance:
Regulated utilities6,607,966 5,475,871 
Infrastructure finance2,607,247 2,262,585 
Sovereign and sub-sovereign1,335,653 1,156,162 
Pooled infrastructure566,626 540,258 
Renewable energy405,780 413,711 
Total non-U.S. public finance11,523,272 9,848,587 
Total public finance$54,696,266 $52,956,953 
Structured finance:
U.S. structured finance:
Insurance securitizations$3,367,821 $3,044,686 
RMBS118,506 133,252 
Consumer receivables113,848 159,848 
Pooled corporate obligations70,627 57,648 
Subscription finance facilities29,458 14,397 
Other structured finance134,519 128,846 
Total U.S. structured finance3,834,779 3,538,677 
Non-U.S. structured finance:
Subscription finance facilities74,086 43,795 
Pooled corporate obligations60,354 48,263 
RMBS6,530 7,350 
Commercial receivables2,522 6,200 
Total non-U.S. structured finance143,492 105,608 
Total structured finance3,978,271 3,644,285 
Total net par outstanding$58,674,537 $56,601,238 
    
13

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Financial Guaranty Portfolio
Expected Amortization of Net Par Outstanding
As of December 31, 2023
 Public FinanceStructured FinanceTotal
 (in thousands)
0 to 5 years$12,122,844 $934,377 $13,057,221 
5 to 10 years11,706,182 1,910,284 13,616,466 
10 to 15 years10,657,034 486,257 11,143,291 
15 to 20 years7,360,707 394,724 7,755,431 
20 years and above12,849,499 252,629 13,102,128 
Total net par outstanding$54,696,266 $3,978,271 $58,674,537 

Actual amortization differs from expected maturities because borrowers may have the right to call or prepay certain obligations, terminations and because of management’s assumptions on structured finance amortization. The expected maturities of structured finance obligations are, in general, shorter than the contractual maturities for such obligations.

Financial Guaranty Portfolio
Components of BIG Net Par Outstanding
As of December 31, 2023
BIG Net Par OutstandingNet Par
BIG 1BIG 2BIG 3Total BIGOutstanding
(in thousands)
Public finance:
U.S. public finance$360,915 $150,664 $315,940 $827,519 $43,172,994 
Non-U.S. public finance 52,877 — — 52,877 11,523,272 
Public finance413,792 150,664 315,940 880,396 54,696,266 
Structured finance:
Insurance securitizations— — 293,798 293,798 3,367,821 
U.S. RMBS2,485 4,215 49,617 56,317 118,506 
Other structured finance124 27,766 15,617 43,507 491,944 
Structured finance2,609 31,981 359,032 393,622 3,978,271 
Total$416,401 $182,645 $674,972 $1,274,018 $58,674,537 

Financial Guaranty Portfolio
Components of BIG Net Par Outstanding
As of December 31, 2022
BIG Net Par OutstandingNet Par
BIG 1BIG 2BIG 3Total BIGOutstanding
(in thousands)
Public finance:
U.S. public finance$546,067 $19,914 $374,451 $940,432 $43,108,366 
Non-U.S. public finance 35,935 — — 35,935 9,848,587 
Public finance582,002 19,914 374,451 976,367 52,956,953 
Structured finance:
Insurance securitizations— — 293,798 293,798 3,044,686 
U.S. RMBS3,637 4,769 54,934 63,340 133,252 
Other structured finance— 38,324 15,658 53,982 466,347 
Structured finance3,637 43,093 364,390 411,120 3,644,285 
Total$585,639 $63,007 $738,841 $1,387,487 $56,601,238 

14

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Financial Guaranty Portfolio
BIG Net Par Outstanding and Number of Risks
As of December 31, 2023
Net Par OutstandingNumber of Risks(1)
DescriptionFinancial
Guaranty
Insurance
Credit
Derivatives
TotalFinancial
Guaranty
Insurance
Credit
Derivatives
Total
(dollars in thousands)
Category 1$414,017 $2,384 $416,401 67 69 
Category 2181,129 1,516 182,645 10 12 
Category 3670,763 4,209 674,972 62 69 
Total BIG$1,265,909 $8,109 $1,274,018 139 11 150 


Financial Guaranty Portfolio
BIG Net Par Outstanding and Number of Risks
As of December 31, 2022
Net Par OutstandingNumber of Risks (1)
DescriptionFinancial
Guaranty
Insurance
Credit
Derivatives
TotalFinancial
Guaranty
Insurance
Credit
Derivatives
Total
(dollars in thousands)
Category 1$584,759 $880 $585,639 87 88 
Category 261,457 1,550 63,007 10 
Category 3732,716 6,125 738,841 64 10 74 
Total BIG$1,378,932 $8,555 $1,387,487 159 13 172 
____________________
(1)    A risk represents the aggregate of the financial guaranty policies that share the same revenue source for purposes of making debt service payments.

15

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
When the Company insures an obligation, it assigns the obligation to a geographic location or locations based on its view of the geographic location of the risk. The Company seeks to maintain a diversified portfolio of insured obligations designed to spread its risk across a number of geographic areas.
Financial Guaranty Portfolio
Geographic Distribution of Net Par Outstanding
As of December 31, 2023
Number
of Risks
Net Par OutstandingPercent of Total Net Par Outstanding
 (dollars in thousands)
U.S.:
U.S. Public finance:
California 1,101 $8,300,375 14.1 %
Texas 1,014 4,995,342 8.5 
Pennsylvania 468 3,724,626 6.3 
New York 609 3,664,766 6.2 
Illinois 405 3,205,583 5.6 
New Jersey 213 2,013,592 3.4 
Florida 195 1,850,430 3.2 
Michigan201 1,270,674 2.2 
Louisiana124 1,261,817 2.2 
Alabama 228 889,435 1.5 
Other1,662 11,996,354 20.4 
Total U.S. public finance6,220 43,172,994 73.6 
U.S. Structured finance (multiple states)249 3,834,779 6.5 
Total U.S.6,469 47,007,773 80.1 
Non-U.S.:
United Kingdom 454 10,029,313 17.1 
Spain285,927 0.5 
Australia264,079 0.5 
Mexico203,088 0.3 
Canada193,788 0.3 
Other42 690,569 1.2 
Total non-U.S.518 11,666,764 19.9 
Total6,987 $58,674,537 100.0 %

Exposure to Puerto Rico
         
    The Company had reinsured exposure to the general obligation bonds of the Commonwealth of Puerto Rico (Puerto Rico or the Commonwealth) and obligations of various authorities and public corporations of Puerto Rico aggregating $293.0 million net par outstanding as of December 31, 2023, down from $355.0 million net par outstanding as of December 31, 2022. All of the Company’s reinsured exposure to Puerto Rico is rated BIG. As of December 31, 2023, the only remaining outstanding reinsured Puerto Rico exposure subject to a payment default was the Puerto Rico Electric Power Authority (PREPA). As of December 31, 2023, the Company had approximately $18.5 million of remaining non-defaulting Puerto Rico exposures related to the Municipal Finance Agency (MFA), which are secured by a lien on local tax revenues and remain current on debt service payments.

    On June 30, 2016, the Puerto Rico Oversight, Management, and Economic Stability Act (PROMESA) was signed into law. PROMESA established a seven-member Financial Oversight and Management Board (the FOMB) with authority to require that balanced budgets and fiscal plans be adopted and implemented by Puerto Rico. Title III of PROMESA provides for a process analogous to a voluntary bankruptcy process under Chapter 9 of the United States Bankruptcy Code.

16

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
After over five years of negotiations, a substantial portion of the Company’s Puerto Rico exposure was resolved in 2022 in accordance with three orders entered by the United States District Court of the District of Puerto Rico (Federal District Court of Puerto Rico) related to the Company’s exposure to all reinsured Puerto Rico credits experiencing payment default in 2022 except PREPA (2022 Puerto Rico Resolutions). As a result of the 2022 Puerto Rico Resolutions, during 2022 the Company’s obligations under its reinsurance policies covering debt of the Puerto Rico Infrastructure Authority (PRIFA) were extinguished, and its reinsurance exposure to Puerto Rico general obligations (GO) bonds, Public Buildings Authority (PBA) and the Puerto Rico Highway and Transportation Authority (PRHTA) bonds was greatly reduced. The Company’s remaining
exposure to GO bonds and PBA bonds was paid down and extinguished on July 1, 2022 and August 31, 2023, respectively.

Under the Modified Eighth Amended Title III Joint Plan of Adjustment of the Commonwealth of Puerto Rico, the Employees Retirement System of the Government of the Commonwealth of Puerto Rico, and the Puerto Rico Public Buildings Authority (GO/PBA Plan), AGC and AGM, the Company’s ceding insurers (Ceding Insurers), directly received cash, new general obligation bonds (New GO Bonds) and contingent value instruments (CVIs). In connection with the Modified Fifth Amended Title III Plan of Adjustment for PRHTA (HTA Plan) and related arrangements, the Ceding Insurers directly received cash and new bonds backed by toll revenues (Toll Bonds, and together with the New GO Bonds, New Recovery Bonds) from the PRHTA and CVIs from the Commonwealth. Cash, New Recovery Bonds and CVIs received pursuant to the 2022 Puerto Rico Resolutions are collectively referred to as Plan Consideration.

Beginning in January 2024, the remaining PRHTA liabilities are payable in full by the Ceding Insurers under their financial guaranty policies, and is payable by AG Re to the Ceding Insurers for its share of assumed reinsurance exposure, and are no longer dependent on the credit of PRHTA. The Ceding Insurers are continuing their efforts to resolve the one remaining Puerto Rico reinsured exposure that is in payment default, PREPA.

Economic, political and legal developments, including inflation and increases in the cost of petroleum products may impact any resolution of the Company’s PREPA reinsured exposure and the value of any remaining consideration received in connection with the 2022 Puerto Rico Resolutions or any future resolutions of the Company’s PREPA reinsured exposures. The impact of developments relating to Puerto Rico during any quarter or year could be material to the Company’s results of operations and shareholders’ equity.

17

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Puerto Rico Par and Debt Service Schedules

    The following tables show the Company’s reinsurance exposure to general obligation bonds of Puerto Rico and various obligations of its related authorities and public corporations.

Puerto Rico Exposure (1)
As of December 31,
20232022
(in thousands)
Par Outstanding
Defaulted Puerto Rico Exposures
PREPA$179,575 $204,823 
Total Defaulted179,575 204,823 
Resolved Puerto Rico Exposures (2)
PRHTA (Transportation revenue)87,358 107,349 
PRHTA (Highway revenue)7,623 12,421 
Commonwealth of Puerto Rico - GO— 6,346 
PBA— 58 
Total Resolved94,981 126,174 
Other Puerto Rico Exposures (3)
MFA18,469 23,964 
Total Other18,469 23,964 
Total net par of Puerto Rico293,025 354,961 
Debt Service Outstanding$412,633 $508,021 
____________________
(1)    AG Re has not ceded its exposure to the Commonwealth of Puerto Rico or of various obligations of its related authorities and public corporations to any third party or affiliated reinsurer.
(2)    Resolved pursuant to the 2022 Puerto Rico Resolutions. In January 2024, $19.3 million of the remaining PRHTA net par was paid down. The remaining liabilities are payable in full under the financial guaranty insurance policies, and are no longer dependent on the credit of PRHTA.
(3)    All debt service on these insured exposures have been paid to date without any insurance claim being made on the Company.

18

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
    The following table shows the scheduled amortization of the reinsured general obligation bonds of Puerto Rico and various obligations of its related authorities and public corporations. The Company guarantees payment of interest and principal when those amounts are scheduled to be paid and cannot be required to pay on an accelerated basis, although in certain circumstances it may elect to do so. In the event that obligors default on their obligations, the Company would only be required to pay the shortfall between the debt service due in any given period and the amount paid by the obligors.

Amortization Schedule of Puerto Rico Net Par Outstanding
and Net Debt Service Outstanding
As of December 31, 2023
Scheduled Net Par AmortizationScheduled Net Debt Service Amortization
(in thousands)
2024 (January 1 – March 31)$— $6,663 
2024 (April 1 – June 30)— 485 
2024 (July 1 – September 30)29,139 35,807 
2024 (October 1 – December 31)— 485 
Subtotal 202429,139 43,440 
202516,521 29,370 
202635,308 47,446 
202731,473 42,039 
202824,357 33,511 
2029-203355,535 89,671 
2034-203840,796 61,787 
2039-204159,896 65,369 
Total$293,025 $412,633 

PREPA

As of December 31, 2023, the Company had $179.6 million insured net par outstanding of PREPA obligations. The Company believes that the PREPA bonds are secured by a lien on the revenues of the electric system.

On April 8, 2022, Judge Laura Taylor Swain of the Federal District Court of Puerto Rico issued an order appointing as members of a PREPA mediation team U.S. Bankruptcy Judges Shelley Chapman (lead mediator), Robert Drain and Brendan Shannon. Judge Swain also entered a separate order establishing the terms and conditions of mediation, including that the mediation would terminate on June 1, 2022. Judge Swain has since extended the term of such mediation several times, most recently on April 2, 2024 extending the term to September 30, 2024. The FOMB filed an initial plan of adjustment and disclosure statement for PREPA with the Federal District Court of Puerto Rico on December 16, 2022.

On March 22, 2023, the Federal District Court of Puerto Rico held that the PREPA bondholders had perfected liens only in revenues that had been deposited in the sinking fund established under the PREPA trust agreement and related funds over which the bond trustee had control but did not have a lien in future revenues until deposited in those funds. The Federal District Court of Puerto Rico also held, however, that PREPA bondholders do have recourse under the PREPA trust agreement in the form of an unsecured net revenue claim. At that time, the Federal District Court of Puerto Rico declined to value the unsecured net revenue claim or the method for its determination. The ultimate value of the claim, according to the Federal District Court of Puerto Rico, should be determined through a claim estimation proceeding.

On June 6-8, 2023, the Federal District Court of Puerto Rico held a claim estimation proceeding and, on June 26, 2023, issued an opinion and order estimating the unsecured net revenue claim to be $2.4 billion as of July 3, 2017. This estimate included a determination that PREPA’s discounted cash flows, using the FOMB’s base-case incremental net revenues over a 100-year collection period and a discount rate of 7%, would be $3.0 billion, and should be reduced by an additional 20% for collection risk. PREPA bondholders had sought an unsecured net revenue claim of approximately $8.5 billion.

On November 17, 2023, the Federal District Court of Puerto Rico approved the supplemental disclosure statement (Supplemental Disclosure Statement) supporting the PREPA plan of adjustment filed by the FOMB (as amended or modified from time to time). On December 29, 2023, FOMB filed with the Federal District Court of Puerto Rico its most recent plan of
19

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
adjustment for PREPA, the Fourth Amended Title III Plan of Adjustment (FOMB PREPA Plan). The Supplemental Disclosure Statement and the FOMB PREPA Plan are based on the last revised PREPA fiscal plan certified by the FOMB on June 23, 2023 (2023 PREPA Fiscal Plan).

On November 28, 2023, the Federal District Court of Puerto Rico finally adjudicated all claims and counterclaims in the PREPA lien challenge adversary proceeding. On November 30, 2023, the Ceding Insurers filed a notice of appeal with the United States Court of Appeals for the First Circuit (First Circuit) for portions of the March 22, 2023 decision, including the lien scope ruling and the need for a claim estimation proceeding, as well as the June 26, 2023 claim estimation ruling. On January 29, 2024, the First Circuit heard oral arguments for the Ceding Insurers’ appeals.

The FOMB PREPA Plan would split bondholders into two groups: one that would settle litigation regarding whether creditor repayment is limited to existing accounts, and another group that would continue litigating whether bondholders are secured by PREPA’s current and future revenue collections. The FOMB PREPA Plan also would further split settling bondholders into two sub-groups: one consisting of certain original settling bondholders that would receive an enhanced recovery (compared to non-settling bondholders) plus other supporting creditor payments, while the second settling sub-group would receive only the enhanced recovery. The FOMB asserts that, other than for pension claims, PREPA’s debt capacity is $2.5 billion, of which approximately $1.4 billion is allocated to settling creditors. The remaining $1.1 billion is allocated to (i) non-settling bondholders, and (ii) general unsecured creditors (GUCs). The most recent revised FOMB PREPA Plan provides for reduced payments to bondholders since lower projected PREPA revenues are included in the 2023 PREPA Fiscal Plan than had been previously anticipated. The FOMB PREPA Plan estimates that non-settling bondholders will receive a recovery of 12.5% of their allowed unsecured net revenue claim. The Company is opposed to the FOMB PREPA Plan and has joined with a group of non-settling bondholders that continue to litigate whether creditor repayments will include future revenue collections.

The confirmation hearing for the FOMB PREPA Plan occurred in March 2024. At the end of the hearing, Judge Swain stated that she was taking the matter under advisement and gave no indication of timing for an opinion or order.

PRHTA

As of December 31, 2023, the Company had $95.0 million of insured net par outstanding of PRHTA bonds: $87.4 million insured net par outstanding of PRHTA (transportation revenue) bonds and $7.6 million insured net par outstanding of PRHTA (highway revenue) bonds. The PRHTA net par outstanding is payable in full by the financial guaranty insurance policies, and is no longer dependent on the credit of PRHTA.

Puerto Rico Litigation
 
    Currently, there are numerous legal actions relating to the default by the Commonwealth and certain of its instrumentalities on debt service payments, and related matters, and AGM and AGC are parties to a number of them. AGM and AGC has taken legal action, and may take additional legal action in the future, to enforce its rights with respect to the remaining Puerto Rico obligations which AGM and AGC insure. In addition, the Commonwealth, the FOMB and others have taken legal action naming AGM and AGC as parties.

Certain legal actions involving AGM and AGC and relating to the Commonwealth, Puerto Rico Convention Center District Authority (PRCCDA) and PRIFA or PRHTA, were resolved on March 15, 2022 and all remaining legal actions involving the Ceding Insurers and relating to PRHTA were resolved on December 6, 2022, in connection with the consummation of the 2022 Puerto Rico Resolutions. There remains one active proceeding related to PREPA, while there are a number of unresolved proceedings involving the Ceding Insurers and relating to the default by the Commonwealth or its instrumentalities that remain stayed pending the Federal District Court of Puerto Rico’s determination on the PREPA plan of adjustment.

The remaining active proceeding was initiated by the FOMB in the Federal District Court of Puerto Rico on July 1, 2019 against U.S. Bank National Association, as trustee for PREPA’s bonds, objecting to and challenging the validity, enforceability, and extent of prepetition security interests securing those bonds and seeking other relief. On September 30, 2022, the FOMB filed an amended complaint against the trustee (i) objecting to and challenging the validity, enforceability, and extent of prepetition security interests securing PREPA’s bonds and (ii) arguing that PREPA bondholders’ recourse was limited to certain deposit accounts held by the trustee. On October 7, 2022, the court approved a stipulation permitting the Ceding Insurers to intervene as defendants. Summary judgment motions were filed by plaintiffs and defendants on October 24, 2022. On March 22, 2023, the Federal District Court of Puerto Rico granted in part and denied in part each party’s cross-motions for summary judgment. The Federal District Court of Puerto Rico found that the PREPA bondholders had perfected liens only in
20

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
revenues that had been deposited in the sinking fund established under the PREPA trust agreement and related funds over which the bond trustee had control. The Federal District Court of Puerto Rico also held that the PREPA bondholders do have recourse under the trust agreement in the form of an unsecured net revenue claim. In a June 26, 2023 opinion, the court estimated the PREPA bondholders’ allowed unsecured net revenue claim to be $2.4 billion, which the court calculated by largely adopting the conclusions in the FOMB’s expert report. On May 3, 2023, the court denied PREPA bondholders’ request to certify their interlocutory appeal of the finding that the PREPA bondholders had perfected liens only in revenues that had been deposited in the sinking fund established under the PREPA trust agreement and related funds over which the bond trustee had control. On May 15, 2023, the FOMB filed its motion to dismiss the Trustee’s and bondholders’ counterclaims, which was granted by the court on November 28, 2023. The Ceding Insurers filed a notice of appeal on November 30, 2023. On January 29, 2024, the First Circuit heard oral arguments for the Company’s appeals.

The unresolved proceedings initiated in the Federal District Court of Puerto Rico involving the Company and relating to the default by the Commonwealth or its instrumentalities that remain stayed pending the Federal District Court of Puerto Rico’s determination on the PREPA plan of adjustment are:

The Ceding Insurers’ motion to compel the FOMB to certify the PREPA restructuring support agreement executed in May 2019 (PREPA RSA) for implementation under Title VI of PROMESA.

The Ceding Insurers’ motion to dismiss PREPA’s Title III Bankruptcy proceeding or, in the alternative, to lift the PROMESA automatic stay to allow for the appointment of a receiver.

Adversary complaint by certain fuel line lenders of PREPA against the Ceding Insurers, among other parties, including various PREPA bondholders and bond insurers, seeking, among other things, declarations that there is no valid lien securing the PREPA bonds unless and until such lenders are paid in full, as well as orders subordinating the PREPA bondholders’ lien and claims to such lenders’ claims, and declaring the PREPA RSA null and void.

The Ceding Insurers’ motion to intervene in lawsuit by the retirement system for PREPA employees against, among others, the FOMB, PREPA, the Commonwealth, and the trustee for PREPA bondholders seeking, among other things, declarations that there is no valid lien securing the PREPA bonds other than on amounts in the sinking funds, and order subordinating the PREPA bondholders’ lien and claim to the PREPA employees’ claims.

Specialty Business

    The Company also guarantees specialty business with risk profiles similar to those of its structured finance exposures written in financial guaranty form.

Specialty Business
As of December 31, 2023As of December 31, 2022
Gross ExposureNet ExposureGross ExposureNet Exposure
(in thousands)
Insurance securitizations (1)$1,370,393 $1,043,418 $1,313,795 $986,204 
Aircraft RVI355,101 200,048 355,101 200,048 
Other guaranties2,056,997 2,056,997 228,302 228,302 
____________________
(1)    Insurance securitizations net exposure is projected to reach $1.2 billion in 2026.

All exposures in the table above are rated investment-grade, except gross exposure of $143.9 million and net exposure of $83.9 million of aircraft RVI as of both December 31, 2023 and December 31, 2022.

Other guaranties in specialty business include an excess-of-loss guaranty of a minimum amount of billed rent on a diversified portfolio of real estate properties with an internal rating of AA that matures in 2042. The Company’s maximum potential exposure under this guaranty, which is accounted for in accordance with Accounting Standards Codification (ASC) 460, Guarantees, was $1,569 million as of December 31, 2023.

21

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
3.    Expected Loss to be Paid (Recovered)
    
Accounting Policy    

Net expected loss to be paid (recovered) is equal to the present value of expected future cash outflows for loss and loss adjustment expense (LAE) payments, net of (i) inflows for expected salvage, subrogation and other recoveries and (ii) excess spread on underlying collateral, as applicable. Cash flows are discounted at current risk-free rates. The Company updates the discount rates each quarter and reflects the effect of such changes in economic loss development.

Expected cash outflows and inflows are probability weighted cash flows that reflect management’s assumptions about the likelihood of all possible outcomes based on all information available to the Company. Those assumptions consider the relevant facts and circumstances and are consistent with the information tracked and monitored through the Company’s surveillance and risk-management functions. Expected loss to be paid (recovered) is important in that it represents the present value of amounts that the Company expects to pay or recover in future periods for all contracts.

Economic loss development represents the change in net expected loss to be paid (recovered) attributable to the effects of changes in the economic performance of insured transactions, changes in assumptions based on observed market trends, changes in discount rates, accretion of discount and the economic effects of loss mitigation efforts.

    In order to effectively evaluate and manage the economics and liquidity of the entire insured portfolio, management assigns ratings and calculates expected loss to be paid (recovered), on a contract-by-contract basis, in the same manner for all its exposures regardless of form or differing accounting models. The exposure reported in Note 2, Outstanding Exposure, includes policies accounted for under various accounting models depending on the characteristics of the contract. The two primary models are: (1) insurance as described in “Financial Guaranty Insurance Losses” in Note 4, Contracts Accounted for as Insurance, and (2) derivatives as described in Note 5, Contracts Accounted for as Credit Derivatives, and Note 8, Fair Value Measurement. The Company has paid and expects to pay future losses and/or recover past losses on policies which fall under each of these two primary accounting models. This note provides information regarding expected claim payments to be made and/or recovered under all contracts in the insured portfolio.

Loss Estimation Process

    The Company’s loss reserve committees estimate expected loss to be paid (recovered) for all contracts by reviewing analyses that consider various scenarios with corresponding probabilities assigned to them. Depending upon the characteristics of the risk, the Company’s view of the potential size of any loss and the information available to the Company, that analysis may be based upon individually developed cash flow models, internal credit rating assessments, sector-driven loss severity assumptions and/or judgmental assessments. In the case of its assumed business, the Company may conduct its own analysis as just described or, depending on the Company’s view of the potential size of any loss and the information available to the Company, the Company may use loss estimates provided by ceding insurers. Each quarter, the Company’s loss reserve committees review and refresh their loss projection assumptions, scenarios and the probabilities they assign to those scenarios based on actual developments during the period and their view of future performance.

    The exposures reinsured or insured by the Company may cover an extended period of time, in some cases over 30 years, and in most circumstances the Company has no right to cancel such reinsurance or insurance. As a result, the Company’s estimate of ultimate loss on a policy is subject to significant uncertainty over the life of the reinsured or insured transaction. Credit performance can be adversely affected by economic, fiscal and financial market variability and the market for assets (for RVI transactions) over the life of most contracts.

    The Company does not use traditional actuarial approaches to determine its estimates of expected losses. The determination of expected loss to be paid (recovered) is an inherently subjective process involving numerous estimates, assumptions and judgments by management, using both internal and external data sources with regard to frequency and severity of loss, economic projections, governmental actions, legal developments, negotiations, recovery rates, delinquency and prepayment rates, timing of cash flows, and other factors that affect credit performance. These estimates, assumptions and judgments, and the factors on which they are based, may change materially over a reporting period, and have a material effect on the Company’s financial statements. Each quarter, the Company may revise its scenarios and update its assumptions including the probability weightings of its scenarios based on public as well as nonpublic information obtained through its surveillance and loss mitigation activities.

22

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
    Changes over a reporting period in the Company’s loss estimates for public finance obligations supported by specified revenue streams, such as revenue bonds issued by toll road authorities, municipal utilities or airport authorities, generally will be influenced by factors impacting their revenue levels, such as changes in demand; changing demographics; and other economic factors, especially if the obligations do not benefit from financial support from other tax revenues or governmental authorities. Changes over a reporting period in the Company’s loss estimates for its tax-supported and general obligation public finance transactions generally will be influenced by factors impacting the public issuer’s ability and willingness to pay, such as changes in the economy and population of the relevant area; changes in the issuer’s ability or willingness to raise taxes, decrease spending or receive federal assistance; new legislation; rating agency actions that affect the issuer’s ability to refinance maturing obligations or issue new debt at a reasonable cost; changes in the priority or amount of pensions and other obligations owed to workers; developments in restructuring or settlement negotiations; and other political and economic factors. Changes in loss estimates may also be affected by the Company’s loss mitigation efforts and other variables.

    Changes in the Company’s loss estimates for structured finance transactions generally will be influenced by factors impacting the performance of the assets supporting those transactions. For example, changes over a reporting period in the Company’s loss estimates for its RMBS transactions may be influenced by factors such as the level and timing of loan defaults experienced, changes in housing prices, results from the Company’s loss mitigation activities, and other variables.

Net economic loss development (benefit) over a reporting period may be attributable to a number of interrelated factors such as changes in discount rates, improvement or deterioration of transaction performance, changes in charge-offs, loss mitigation activity, changes to projected default curves, changes in severity rates, and outcome of disputed issues. Actual losses will ultimately depend on future events, transaction performance or other factors that are difficult to predict. As a result, the Company’s current projections of certain losses may be subject to considerable uncertainty and may not reflect the Company’s ultimate claims paid.

    In some instances, the terms of the ceding companies’ policy or the terms of certain workout orders and resolutions give them the option to pay principal losses that have been recognized in the transaction but which they are not yet required to pay, thereby reducing the amount of guaranteed interest due in the future. The ceding companies have sometimes exercised this option, which results in an acceleration of cash outflows but reduces overall losses paid.

Net Expected Loss to be Paid (Recovered) and Net Economic Loss Development (Benefit)
by Accounting Model

Net Expected Loss to be Paid (Recovered)Net Economic Loss Development (Benefit)
As of December 31,Year Ended December 31,
Accounting Model2023202220232022
 (in thousands)
Insurance (see Notes 4 and 6)
$210,934 $225,446 $49,462 $(4,630)
Credit derivatives (see Note 5)
238 473 185 637 
Total$211,172 $225,919 $49,647 $(3,993)

The following tables present a roll forward of net expected loss to be paid (recovered) for all contracts under all accounting models. The Company used risk-free rates for U.S. dollar denominated obligations, that ranged from 3.79% to 5.40% with a weighted average of 4.15% as of December 31, 2023 and 3.82% to 4.69% with a weighted average of 4.12% as of December 31, 2022. Net expected losses to be paid for U.S. dollar denominated transactions represented approximately 99.7% and 100.0% of the total as of December 31, 2023 and December 31, 2022, respectively.

23

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Net Expected Loss to be Paid (Recovered)
Roll Forward
 Year Ended December 31,
20232022
 (in thousands)
Net expected loss to be paid (recovered), beginning of period$225,919 $187,272 
Economic loss development (benefit) due to:
Accretion of discount9,296 5,073 
Changes in discount rates2,131 (31,346)
Changes in timing and assumptions38,220 22,280 
Total economic loss development (benefit)49,647 (3,993)
Net (paid) recovered losses (1)(64,394)42,640 
Net expected loss to be paid (recovered), end of period$211,172 $225,919 
____________________
(1)     Net (paid) recovered losses in 2023 include extinguishment of certain GO and PRHTA exposures. Net (paid) recovered losses in 2022 include the net amounts received pursuant to the 2022 Puerto Rico Resolutions, as described in Note 2, Outstanding Exposure.

Net Expected Loss to be Paid (Recovered)
Roll Forward by Sector
Year Ended December 31, 2023
SectorNet Expected Loss to be Paid (Recovered) as of December 31, 2022Net Economic Loss
Development (Benefit)
Net (Paid)
Recovered
Losses
Net Expected Loss to be Paid (Recovered) as of December 31, 2023
(in thousands)
Public finance:
U.S. public finance$128,039 $40,844 $(52,246)$116,637 
Non-U.S public finance 101 620 — 721 
Public finance128,140 41,464 (52,246)117,358 
Structured finance:
U.S. RMBS220 (7,008)4,721 (2,067)
Insurance securitizations72,321 14,792 (16,612)70,501 
Other structured finance25,238 399 (257)25,380 
Structured finance97,779 8,183 (12,148)93,814 
Total$225,919 $49,647 $(64,394)$211,172 


24

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Year Ended December 31, 2022
SectorNet Expected Loss to be Paid (Recovered) as of December 31, 2021Net Economic Loss
Development (Benefit)
Net (Paid)
Recovered
Losses
Net Expected Loss to be Paid (Recovered) as of December 31, 2022
(in thousands)
Public finance:
U.S. public finance$94,439 $7,297 $26,303 $128,039 
Non-U.S public finance 1,016 (748)(167)101 
Public finance95,455 6,549 26,136 128,140 
Structured finance:
U.S. RMBS4,848 (27,625)22,997 220 
Insurance securitizations59,733 17,722 (5,134)72,321 
Other structured finance27,236 (639)(1,359)25,238 
Structured finance91,817 (10,542)16,504 97,779 
Total$187,272 $(3,993)$42,640 $225,919 

    The tables above include: (a) net LAE paid of $6.2 million and $6.6 million for the years ended December 31, 2023 and 2022, respectively, and (b) net expected LAE to be paid of $5.3 million as of December 31, 2023 and $3.7 million as of December 31, 2022.

Public Finance

The largest component of public finance net expected losses to be paid (recovered) and net economic loss development (benefit) are U.S. exposures, including Puerto Rico exposures, which are discussed in Note 2, Outstanding Exposure.

U.S. RMBS Loss Projections

The Company projects losses on its assumed U.S. RMBS on a transaction-by-transaction basis by projecting the performance of the underlying pool of mortgages over time and then applying the structural features (i.e., payment priorities and tranching) of the RMBS and any expected representation and warranty recoveries/payables to the projected performance of the collateral over time. The resulting projected claim payments or reimbursements are then discounted using risk-free rates.
 
The further behind mortgage borrowers fall in making payments, the more likely it is that they will default. The rate at which borrowers from a particular delinquency category (number of monthly payments behind) eventually default is referred to as the “liquidation rate.” The Company derives its liquidation rate assumptions from observed roll rates, which are the rates at which loans progress from one delinquency category to the next and eventually to default and liquidation. The Company applies liquidation rates to the mortgage loan collateral in each delinquency category and makes certain timing assumptions to project near-term mortgage collateral defaults from loans that are currently delinquent.

Mortgage borrowers that are not behind on payments and have not fallen two or more payments behind in the last two years (generally considered performing borrowers) have demonstrated an ability and willingness to pay through challenging economic periods, and as a result are viewed as less likely to default than delinquent borrowers or those that have experienced delinquency recently. Performing borrowers that eventually default will also need to progress through delinquency categories before any defaults occur. The Company projects how many of the currently performing loans will default and when they will default, by first converting the projected near term defaults of delinquent borrowers derived from liquidation rates into a vector of conditional default rates (CDR), then projecting how the CDR will develop over time. Loans that are defaulted pursuant to the CDR after the near-term liquidation of currently delinquent loans represent defaults of currently performing loans and projected re-performing loans. The CDR is the outstanding principal amount of defaulted loans liquidated in the current month divided by the remaining outstanding amount of the whole pool of loans (collateral pool balance). The collateral pool balance decreases over time as a result of scheduled principal payments, partial and whole principal prepayments, and defaults.
 
In order to derive collateral pool losses from the collateral pool defaults it has projected, the Company applies a loss severity. The loss severity is the amount of loss the transaction experiences on a defaulted loan after the application of net proceeds from the disposal of the underlying property. The Company projects loss severities by sector and vintage based on its experience to date. The Company continues to update its evaluation of these loss severities as new information becomes available.
25

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued

The Company projects the overall future cash flow from a collateral pool by adjusting the payment stream from the principal and interest contractually due on the underlying mortgages for the collateral losses it projects as described above; assumed voluntary prepayments; and servicer advances. The Company then applies an individual model of the structure of the transaction to the projected future cash flow from that transaction’s collateral pool to project the Company’s future claims and claim reimbursements for that individual transaction. Finally, the projected claims and reimbursements are discounted using risk-free rates. The Company runs several sets of assumptions regarding mortgage collateral performance, or scenarios, and probability weights them.

Each period the Company reviews the assumptions it uses to make RMBS loss projections with consideration of updates on the performance of its insured transactions (including early-stage delinquencies, late-stage delinquencies and loss severity) as well as the residential property market and economy in general. To the extent it observes changes, it makes a judgment as to whether those changes are normal fluctuations or part of a more prolonged trend. The assumptions that the Company uses to project RMBS losses are shown in the sections below.

Net Economic Loss Development (Benefit)
U.S. RMBS
Year Ended December 31,
20232022
 (in thousands)
First lien U.S. RMBS$(590)$(4,605)
Second lien U.S. RMBS(6,418)(23,020)

First Lien U.S. RMBS Loss Projections: Alt-A, Prime, Option ARM and Subprime

The majority of projected losses in first lien U.S. RMBS transactions are expected to come from non-performing mortgage loans (those that are or have recently been two or more payments behind, have been modified, are in foreclosure, or have been foreclosed upon). Changes in the amount of non-performing loans from the amount projected in the previous period are one of the primary drivers of loss projections in this portfolio. In order to project the number of defaults arising from these delinquent and foreclosed loans, the Company applies a liquidation rate assumption to loans in each of various non-performing categories. The Company arrived at its liquidation rates based on data purchased from a third-party provider and assumptions about how delays in the foreclosure process and loan modifications may ultimately affect the rate at which loans are liquidated. Each quarter the Company reviews recent data and (if necessary) adjusts its liquidation rates based on its observations. The following table shows liquidation assumptions for various non-performing and re-performing categories.

First Lien U.S. RMBS Liquidation Rates

As of December 31, 2023As of December 31, 2022
RangeRange
Current but recently delinquent 20%20%
30 - 59 Days Delinquent30%35%30%35%
60 - 89 Days Delinquent40%45%40%45%
90 + Days Delinquent45%60%45%60%
Bankruptcy40%50%40%50%
Foreclosure55%65%55%65%
Real Estate Owned100%100%

While the Company uses the liquidation rates above to project defaults of non-performing loans (including current loans that were recently modified or delinquent), it projects defaults on presently current loans by applying a CDR curve. The start of that CDR curve is based on the defaults the Company projects will emerge from currently nonperforming, recently nonperforming and modified loans. The total amount of expected defaults from the non-performing loans is translated into a constant CDR (i.e., the CDR plateau), which, if applied for each of the next 36 months, results in the projection of the defaults that are expected to emerge from the various delinquency categories. The CDR thus calculated individually on the delinquent collateral pool for each RMBS is then used as the starting point for the CDR curve used to project defaults of the presently performing loans.
26

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
 
In the most heavily weighted scenario (the base scenario), after the 36-month CDR plateau period, each transaction’s CDR is projected to improve over 12 months to a final CDR of 5% of the CDR plateau. In the base scenario, the Company assumes the final CDR will be reached one year after the 36-month CDR plateau period. Under the Company’s methodology, defaults projected to occur in the first 36 months represent defaults that can be attributed to loans that were recently modified or delinquent, or that are currently delinquent or in foreclosure, while the defaults projected to occur using the projected CDR trend after the first 36 month period represent defaults attributable to borrowers that are currently performing or are projected to re-perform.
    Another important driver of loss projections is loss severity, which is the amount of loss the transaction incurs on a loan after the application of net proceeds from the disposal of the underlying property. The Company assumes in the base scenario that recent (still historically elevated) loss severities will improve after loans with accumulated delinquencies and foreclosure cost are liquidated. The Company is assuming in the base scenario that the recent levels generally will continue for another 18 months. The Company determines its initial loss severity based on actual recent experience. Each quarter the Company reviews available data and (if necessary) adjusts its severities based on its observations. The Company then assumes that loss severities begin returning to levels consistent with underwriting assumptions beginning after the initial 18 month period, declining to 40% in the base scenario over 2.5 years.

The following table shows the range as well as the average, weighted by outstanding net insured par, for key assumptions used in the calculation of expected loss to be paid (recovered) for individual transactions for first lien U.S. RMBS.

Key Assumptions in Base Scenario Expected Loss Estimates
First Lien U.S. RMBS
As of December 31, 2023As of December 31, 2022
RangeWeighted AverageRangeWeighted Average
Alt-A and Prime
CDR plateau1.6% - 9.0%3.7%2.3% - 11.5%5.3%
Final CDR
0.1% - 0.4%0.2%0.1% - 0.6%0.3%
Initial loss severity50%50%
Option ARM
CDR plateau2.4% -8.9%3.4%2.3% - 7.5%4.1%
Final CDR
0.1% - 0.4%0.2%0.1% - 0.4%0.2%
Initial loss severity50%50%
Subprime
CDR plateau0.3% - 10.0%4.7%2.7% - 9.7%6.0%
Final CDR
0.0% - 0.5%0.2%0.1% - 0.5%0.3%
Initial loss severity50%50%

The rate at which the principal amount of loans is voluntarily prepaid may impact both the amount of losses projected (since that amount is a function of the CDR, the loss severity and the loan balance over time) as well as the amount of excess spread (the amount by which the interest paid by the borrowers on the underlying loan exceeds the amount of interest owed on the insured obligations). The assumption for the voluntary conditional prepayment rate (CPR) follows a pattern similar to that of the CDR. The current level of voluntary prepayments is assumed to continue for the plateau period before gradually increasing over 12 months to the final CPR, which is assumed to be 15% in the base scenario. For transactions where the initial CPR is higher than the final CPR, the initial CPR is held constant and the final CPR is not used. These CPR assumptions are the same as those the Company used for December 31, 2022.

The Company incorporates a recovery assumption into its reserving model to reflect observed trends in recoveries of deferred principal balances of modified first lien loans that had been previously written off. For transactions where the Company has detailed loan information, the Company assumes, in the base scenario, that 30% of the deferred loan balances will eventually be recovered upon sale of the collateral or refinancing of the loans. In the first quarter of 2023, in light of volatility in interest rates, the mortgage market and home prices, the Company began incorporating higher (a 50% recovery rate) and lower (a 10% recovery rate) levels into the least and most stressful scenarios, which widened the range of possible outcomes but had a minimal effect on the weighted average recovery, which at the time was 20%. Additionally, in the third quarter of
27

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
2023, due to home prices reaching all time highs, the Company increased its scenario based recovery assumptions such that the weighted average recovery percentage increased from 20% to approximately 30%.

    In estimating expected losses, the Company modeled and probability weighted sensitivities for first lien U.S. RMBS transactions by varying its assumptions of how fast a recovery is expected to occur. One of the variables used to model sensitivities was how quickly the CDR returned to its modeled equilibrium, which was defined as 5% of the CDR plateau. The Company also stressed CPR and the speed of recovery of loss severity rates. The Company probability weighted a total of five scenarios as of December 31, 2023 and December 31, 2022, respectively.

    Certain transactions benefit from excess spread when they are supported by large portions of fixed rate assets (either originally fixed or modified to be fixed) but have insured floating rate debt linked to the Secured Overnight Finance Rate (SOFR). An increase in projected SOFR decreases excess spread, while lower SOFR projections result in higher excess spread.

The Company used a similar approach to establish its scenarios as of December 31, 2023 as it used as of December 31, 2022, increasing and decreasing the periods of stress from those used in the base scenario, except as described above with regards to the increase in deferred principal recoveries. In the Company’s most stressful scenario where 10% of deferred principal balances are assumed to be recovered, loss severities were assumed to rise and then recover over nine years and the initial ramp-down of the CDR was assumed to occur over 16 months, expected loss to be paid would increase from current projections by approximately $1.1 million for all first lien U.S. RMBS transactions. In the Company’s least stressful scenario where 50% of deferred principal balances are assumed to be recovered, the CDR plateau was six months shorter (30 months, effectively assuming that liquidation rates would improve) and the CDR recovery was more pronounced (including an initial ramp-down of the CDR over eight months), expected loss to be paid would decrease from current projections by approximately $0.7 million for all first lien U.S. RMBS transactions.
Second Lien U.S. RMBS Loss Projections

Second lien U.S. RMBS transactions include both home equity lines of credit (HELOC) and closed end second lien mortgages. The Company believes the primary variable affecting its expected losses in second lien RMBS transactions is the amount and timing of future losses or recoveries in the collateral pool supporting the transactions (including recoveries from previously charged-off loans). Expected losses are also a function of the structure of the transaction, the prepayment speeds of the collateral, the interest rate environment, and assumptions about loss severity.

The Company estimates the amount of loans that will default over the next several years by first calculating expected liquidation rates for delinquent loans, and applying liquidation rates to currently delinquent loans in order to arrive at an expected dollar amount of defaults from currently delinquent collateral (plateau period defaults).

Similar to the methodology applied to first lien U.S. RMBS transactions, the Company then calculates a CDR that will cause the targeted amount of liquidations to occur during the plateau period.

For the base scenario, the CDR plateau is held constant for 36 months. Once the plateau period ends, the CDR is assumed to trend down in uniform increments for one year to its final long-term steady state CDR (5% of original plateau).

HELOC loans generally permitted the borrower to pay only interest for an initial period (often ten years) and, after that period, require the borrower to make both the monthly interest payment and a monthly principal payment. This causes the borrower's total monthly payment to increase, sometimes substantially, at the end of the initial interest-only period. A substantial number of loans in the Company’s insured transactions had been modified to extend the interest-only period to 15 years. The majority of the modified loans had reset to fully amortizing by the end of 2022, and most of the remaining loans will reset over the next several years.

The Company has observed the performance of the modified loans that have finally reset to full amortization (which represent the majority of extended loans), and noted low levels of delinquency, even with substantial increases in monthly payments. This observed performance lowers the level of uncertainty regarding this modified cohort as the remainder continue to reset.

When a second lien loan defaults, there is generally a low recovery. The Company assumed, as of December 31, 2023 and December 31, 2022 that it will generally recover 2% of future defaulting collateral at the time of charge-off, with additional amounts of post charge-off recoveries projected to come in over time. A second lien on the borrower’s home may be retained in the Company’s second lien transactions after the loan is charged off and the loss applied to the transaction, particularly in cases
28

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
where the holder of the first lien has not foreclosed. If the second lien is retained and the value of the home increases, the servicer may be able to use the second lien to increase recoveries, either by arranging for the borrower to resume payments or by realizing value upon the sale of the underlying real estate. The Company evaluates its assumptions quarterly based on actual recoveries of charged-off loans observed from period to period and reasonable expectations of future recoveries. In instances where the Company is able to obtain information on the lien status of charged-off loans, it assumes there will be a certain level of future recoveries of the balance of the charged-off loans where the second lien is still intact. The Company’s base scenario recovery assumption for charged-off loans is 40% (up from 30% in December 31, 2022), as shown in the table below, based on observed trends and reasonable expectations of future recoveries. Such recoveries are assumed to be received evenly over the next five years. In the first quarter of 2023, in light of volatility in interest rates, the mortgage market and home prices, as with the first lien deferred principal balances detailed earlier, the Company also expanded the range of potential recoveries as a percentage of charged off loan balances. In the third quarter of 2023, this range was further expanded to represent a potential for greater future recoveries due to home prices reaching new record highs. The assumptions as of December 31, 2023 ranged from a 10% recovery of charged-off loan balances in the most stressful scenario to an 80% recovery in the least stressful scenario. The effect of these updated assumptions on expected loss to be paid (recovered) was a benefit of $2.9 million in 2023.

The rate at which the principal amount of loans is prepaid may impact both the amount of losses projected as well as the amount of excess spread. In the base scenario, an average CPR (based on experience of the past year) is assumed to continue until the end of the plateau before gradually increasing to the final CPR over the same period the CDR decreases. The final CPR is assumed to be 15% for second lien U.S. RMBS transactions (in the base scenario), which is lower than the historical average but reflects the Company’s continued uncertainty about the projected performance of the borrowers in these transactions. For transactions where the initial CPR is higher than the final CPR, the initial CPR is held constant and the final CPR is not used. This pattern is consistent with how the Company modeled the CPR as of December 31, 2022. To the extent that prepayments differ from projected levels the Company’s projected excess spread and losses could materially change.

     In estimating expected losses, the Company modeled and probability weighted five scenarios, each with a different CDR curve applicable to the period preceding the return to the long-term steady state CDR. The Company believes that the level of the elevated CDR and the length of time it will persist and the ultimate prepayment rate are the primary drivers of the amount of losses the collateral will likely suffer.

    The following table shows the range as well as the average, weighted by net par outstanding, for key assumptions used in the calculation of expected loss to be paid (recovered) for individual transactions for HELOCs.

Key Assumptions in Base Scenario Expected Loss Estimates
HELOCs

As of December 31, 2023As of December 31, 2022
RangeWeighted AverageRangeWeighted Average
CDR plateau0.8% - 9.3%2.7%0.4% - 6.3%3.5%
Final CDR trended down to
0.0% - 0.5%0.10.0% - 0.3%0.2%
Liquidation rates:
Current but recently delinquent20%20%
30 – 59 Days Delinquent3030
60 – 89 Days Delinquent4040
90+ Days Delinquent6060
Bankruptcy5555
Foreclosure5555
Real Estate Owned 100100
Loss severity on future defaults98%98%
 Projected future recoveries on previously charged-off loans40%30%

The Company continues to evaluate the assumptions affecting its modeling results. The Company believes the most important driver of its projected second lien U.S. RMBS losses is the performance of its HELOC transactions.

The Company modeled scenarios with a longer period of elevated defaults and others with a shorter period of elevated defaults. In the Company’s most stressful scenario, assuming 10% recoveries on charged-off loans, increasing the CDR plateau to 42 months and increasing the ramp-down by four months to 16 months (for a total stress period of 58 months) would
29

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
decrease the expected recovery by approximately $7.9 million for HELOC transactions. On the other hand, in the Company’s least stressful scenario, assuming 80% recoveries on charged-off loans, reducing the CDR plateau to 30 months and decreasing the length of the CDR ramp-down to eight months (for a total stress period of 38 months), and lowering the ultimate prepayment rate to 10% would increase the expected recovery by approximately $10.7 million for HELOC transactions.

Insurance Securitizations

    The Company had $3,367.8 million of net par exposure to financial guaranty insurance securitizations as of December 31, 2023, of which $293.8 million in net par is rated BIG. The insurance securitizations are based on discrete blocks of individual life insurance business. In older vintage life insurance transactions, which include the BIG-rated transactions, the amounts raised by the sale of the notes reinsured by the Company were used to capitalize a special purpose vehicle that provides reinsurance to a life insurer or reinsurer. The amounts have been invested since inception in accounts managed and valued by third-party investment managers. In the case of the BIG-rated transactions, material amounts of their assets were initially invested in U.S. RMBS. The Company projects that its total net expected loss across its troubled insurance securitization exposures as of December 31, 2023 will be $70.5 million, compared with a net expected loss of $72.3 million as of December 31, 2022.

Structured Finance Other Than U.S. RMBS and Insurance Securitizations

The Company provides financial guaranty reinsurance on $113.6 million net par of student loan securitizations issued by private issuers. Of this amount, $41.9 million is rated BIG due to: (i) the poor credit performance of private student loan collateral and high loss severities, or (ii) high interest rates on auction rate securities with respect to which the auctions have failed. In addition, $83.9 million of aircraft RVI exposure was rated BIG. The net expected loss to be paid on structured finance transactions other than U.S. RMBS and insurance securitizations was $25.4 million.

Recovery Litigation and Dispute Resolution

    In the ordinary course of their respective businesses, the Company and its affiliated ceding companies are involved in litigation or other dispute resolution with third parties to recover insurance losses paid in prior periods or prevent or reduce losses in the future. The impact, if any, of these and other proceedings on the amount of recoveries the Company or its affiliated ceding companies ultimately receive and losses they pay in the future is uncertain, and the impact of any one or more of these proceedings during any quarter or year could be material to the Company’s financial statements.

    The relevant affiliated ceding companies have asserted claims in a number of legal proceedings in connection with their exposure to Puerto Rico. See Note 2, Outstanding Exposure, for a discussion of the Company’s exposure to Puerto Rico and related recovery litigation being pursued by the affiliated ceding companies.

4.    Contracts Accounted for as Insurance

The portfolio of outstanding exposures discussed in Note 2, Outstanding Exposure, and Note 3, Expected Loss to be Paid (Recovered), includes contracts that are accounted for as insurance contracts and derivatives. Amounts presented in this note relate only to contracts accounted for as insurance, unless otherwise specified. See Note 5, Contracts Accounted for as Credit Derivatives, for amounts that relate to CDS and other derivatives.

Premiums

Accounting Policy

Financial Guaranty Insurance

Financial guaranty contracts that meet the scope exception under derivative accounting guidance are subject to industry specific guidance for financial guaranty insurance. The accounting for contracts that fall under the financial guaranty insurance definition is consistent whether contracts are written on a direct basis, assumed from another financial guarantor under a reinsurance treaty, or ceded to another insurer under a reinsurance treaty.

Premiums receivable represent the present value of contractual or expected future premium collections discounted using risk free rates. Unearned premium reserve represents deferred premium revenue, less claim payments made (net of recoveries received) that have not yet been recognized in the statement of operations (contra-paid). The following discussion
30

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
relates to the deferred premium revenue component of the unearned premium reserve, while the contra-paid is discussed below under “Losses and Recoveries.”

The amount of deferred premium revenue at contract inception is determined as follows:

For premiums received upfront on financial guaranty insurance contracts, deferred premium revenue is equal to the amount of cash received. Upfront premiums typically relate to public finance transactions.

For premiums received in installments on financial guaranty insurance contracts, deferred premium revenue is calculated as the present value (discounted at risk free rates) of either (i) contractual premiums due or (ii) in cases where the underlying collateral is composed of homogeneous pools of assets, the expected premiums to be collected over the life of the contract. To be considered a homogeneous pool of assets, prepayments must be contractually allowable, the amount of prepayments must be probable, and the timing and amount of prepayments must be reasonably estimable. Installment premiums typically relate to structured finance (e.g., securitized debt) and infrastructure transactions, where the insurance premium rate is determined at the inception of the contract but the insured par is subject to prepayment throughout the life of the transaction.

When the Company adjusts prepayment assumptions for expected premium collections for obligations backed by homogeneous pools of contractually prepayable assets, an adjustment is recorded to the deferred premium revenue, with a corresponding adjustment to premiums receivable. Premiums receivable are discounted at the risk-free rate at inception and such discount rate is updated only when changes to prepayment assumptions are made that change the expected date of final maturity. Accretion of the discount on premiums receivable is reported in “net earned premiums.”

The Company recognizes deferred premium revenue as earned premium over the contractual period or expected period of the contract in proportion to the amount of insurance protection provided. As premium revenue is recognized, a corresponding decrease to the deferred premium revenue is recorded. The amount of insurance protection provided is a function of the insured par amount outstanding. Accordingly, the proportionate share of premium revenue recognized in a given reporting period is a constant rate calculated based on the relationship between the insured par amounts outstanding in the reporting period compared with the sum of each of the insured par amounts outstanding for all periods. When an insured financial obligation is retired before its maturity, the financial guaranty insurance contract is extinguished, and any nonrefundable deferred premium revenue related to that contract is accelerated and recognized as premium revenue. Any unamortized acquisition costs are expensed. The Company assesses the need for an allowance for credit loss on premiums receivables each reporting period.

For assumed reinsurance contracts, net earned premiums reported in the consolidated statements of operations are calculated based upon data received from ceding companies; however, some ceding companies report premium data between 30 and 90 days after the end of the reporting period. The Company estimates net earned premiums for the lag period.  Differences between such estimates and actual amounts are recorded in the period in which the actual amounts are determined. When installment premiums are related to assumed reinsurance contracts, the Company assesses the credit quality and available liquidity of the ceding companies and the impact of any potential regulatory constraints to determine the collectability of such amounts.

Specialty Insurance and Reinsurance

For RVI transactions, the amount of unearned premium reserve at contract inception is equal to the cash premiums received upfront. The Company then recognizes that RVI unearned premium reserve as earned premium over the remaining contract period in proportion to the amount of insurance protection provided. For insurance securitizations, the unearned premium reserve is equal to the amount of contractual premiums currently due. The Company then recognizes that insurance securitizations unearned premium reserve when premiums are due. For insurance securitizations and reinsurance, premiums receivable consist of the amount of contractual premiums currently due.

Ceded unearned premium reserve is recorded as an asset. Direct, assumed and ceded earned premiums are presented together as net earned premiums in the statement of operations. See Note 6, Reinsurance, for a breakout of direct, assumed and ceded premiums.

31

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Insurance Contracts’ Premium Information

Net Earned Premiums
Year Ended December 31,
20232022
(in thousands)
Financial guaranty insurance:
Scheduled net earned premiums$63,109 $60,628 
Accelerations from refundings and terminations (1)5,664 15,480 
Accretion of discount on net premiums receivable8,258 5,491 
Financial guaranty insurance net earned premiums77,031 81,599 
Specialty net earned premiums4,291 3,805 
  Net earned premiums$81,322 $85,404 
____________________
(1)    2022 accelerations include $4.5 million related to the 2022 Puerto Rico Resolutions. See Note 2, Outstanding Exposure, for additional information.

Components of
Unearned Premium Reserve
 
 As of December 31, 2023As of December 31, 2022
 GrossCeded (2)NetGrossCeded (2)Net
 (in thousands)
Financial guaranty:
Deferred premium revenue$812,079 $15,157 $796,922 $780,467 $— $780,467 
Contra-paid (1)(1,697)— (1,697)(1,909)— (1,909)
Unearned premium reserve810,382 15,157 795,225 778,558 — 778,558 
Unearned premium reserve - specialty insurance and reinsurance13,867 5,803 8,064 16,948 7,475 9,473 
Unearned premium reserve$824,249 $20,960 $803,289 $795,506 $7,475 $788,031 
 ____________________
(1)    See “Losses – Insurance Contracts’ Loss Information” below for an explanation of “contra-paid.”
(2)    Reported in “other assets” on the consolidated balance sheets.

Net Unearned Premium Reserve by Company

As of December 31, 2023As of December 31, 2022
AGROAG ReTotalAGROAG ReTotal
 (in thousands)
Financial guaranty (1)$$795,216 $795,225 $13 $778,545 $778,558 
Specialty insurance and reinsurance8,064 — 8,064 9,473 — 9,473 
Unearned premium reserve$8,073 $795,216 $803,289 $9,486 $778,545 $788,031 
 ____________________
(1)    Under U.S. single risk limit calculations, $668.5 million and $652.6 million as of December 31, 2023 and December 31, 2022, respectively, of AG Re’s stand-alone net unearned premium reserve relates to exposures that would comply with the single risk limitations in the U.S.

32

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Gross Premium Receivable, Net of Commissions Payable on Assumed Business
Roll Forward
Year Ended December 31,
20232022
(in thousands)
Beginning of year
$245,982 $257,335 
Less: Specialty insurance premium receivable 746 707 
Financial guaranty insurance premiums receivable245,236 256,628 
Gross written premiums on new business, net of commissions 68,965 57,612 
Gross premiums received, net of commissions (38,884)(47,169)
Adjustments:
Changes in the expected term
1,063 (12,831)
Accretion of discount, net of commissions on assumed business
5,852 3,914 
Foreign exchange gain (loss) on remeasurement6,754 (12,915)
Other adjustments(358)(3)
Financial guaranty insurance premium receivable288,628 245,236 
Specialty insurance premium receivable1,122 746 
December 31,$289,750 $245,982 

Approximately 49% and 50% of gross premiums receivable, net of commissions payable as of December 31, 2023 and December 31, 2022, respectively, are denominated in currencies other than the U.S. dollar, primarily the pound sterling and euro.

The timing and cumulative amount of actual collections and net earned premiums may differ from those of expected collections and of expected net earned premiums in the table below due to factors such as foreign exchange rate fluctuations, counterparty collectability issues, accelerations, commutations, restructurings, changes in the consumer price indices changes in expected lives and new business.

33

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Financial Guaranty Insurance
Expected Future Premium Collections and Earnings
As of December 31, 2023
Future Gross Premiums to be Collected (1)Future Premiums to be Earned (2)
(in thousands)
2024 (January 1 – March 31)$15,581 $15,497 
2024 (April 1 – June 30)5,591 15,445 
2024 (July 1 – September 30)6,612 15,408 
2024 (October 1 – December 31)10,781 15,144 
Subtotal 202438,565 61,494 
202522,945 58,234 
202622,313 55,131 
202721,824 52,864 
202820,890 50,578 
2029-203386,508 208,521 
2034-203847,411 122,628 
2039-204336,427 79,791 
After 204361,244 107,681 
Total$358,127 796,922 
Future accretion97,038 
Total future net earned premiums$893,960 
____________________
(1)    Net of assumed commissions payable.
(2)     Net of reinsurance.

Selected Information for Financial Guaranty Insurance Policies with Premiums Paid in Installments
As of December 31,
20232022
(dollars in thousands)
Premiums receivable, net of commissions payable$288,628$245,236
Deferred premium revenue439,152385,171
Weighted‑average risk-free rate used to discount premiums2.2%2.1%
Weighted‑average period of premiums receivable (in years)11.112.1

Policy Acquisition Costs

Accounting Policy

Deferred acquisition costs (DAC) reported on the consolidated balance sheet represent the unamortized portion of (i) policy acquisition costs that are directly related and essential to the successful acquisition of an insurance contract and (ii) ceding commission income and expense. Deferred policy acquisition costs include the cost of underwriting personnel attributable to successful underwriting efforts. The Company conducts an annual time study, which requires the use of judgment, to estimate the amount of costs to be deferred.

DAC is generally amortized in proportion to net earned premiums. Amortization of deferred policy acquisition costs includes the accretion of discount on ceding commission receivable and payable. When an insured obligation is retired early, the remaining related DAC is expensed at that time.

Costs incurred for soliciting potential customers, market research, training, administration, unsuccessful acquisition efforts, and product development as well as overhead costs are charged to expense as incurred.

    Expected losses and LAE, investment income, and the remaining costs of servicing the insured or reinsured business, are considered in determining the recoverability of DAC.
34

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
    
Policy Acquisition Costs

Roll Forward of Deferred Acquisition Costs
Year Ended December 31,
20232022
(in thousands)
Beginning of year$240,292 $239,161 
Costs deferred during the period28,404 24,518 
Costs amortized during the period(20,942)(23,387)
December 31,$247,754 $240,292 


Losses and Recoveries

Accounting Policies

Loss and LAE Reserve

Loss and LAE reserve reported on the balance sheet relates only to direct and assumed reinsurance contracts that are accounted for as insurance, substantially all of which are financial guaranty insurance contracts. The portion of any contract’s reserve that is ceded to a reinsurer is reported as “reinsurance recoverable on unpaid losses” and reported in “other assets.” As discussed in Note 8, Fair Value Measurement, contracts that meet the definition of a derivative are recorded separately at fair value.

    Under financial guaranty insurance accounting, the sum of unearned premium reserve and loss and LAE reserve represents the Company’s stand‑ready obligation. A loss and LAE reserve for a financial guaranty insurance contract is recorded only to the extent, and for the amount, that expected loss to be paid plus contra-paid (total losses) exceed the deferred premium revenue, on a contract-by-contract basis. As a result, the Company has expected loss to be paid that has not yet been expensed. Such amounts will be recognized in future periods as deferred premium revenue amortizes into income.

When a claim or LAE payment is made on a contract, the Company first reduces any recorded loss and LAE reserve. To the extent there is insufficient loss and LAE reserve on a contract, then such claim payment is recorded as “contra-paid,” which reduces the unearned premium reserve. The contra-paid is recognized in “loss and loss adjustment expenses (benefit)” in the consolidated statement of operations when and for the amount that total losses exceed the remaining deferred premium revenue on the insurance contract. “Loss and loss adjustment expenses (benefit)” in the consolidated statement of operations is presented net of cessions to reinsurers.

Salvage and Subrogation Recoverable

Expected losses to be paid are reduced when a claim payment (or estimated future claim payment) entitles the Company to cash flows associated with salvage and subrogation rights from the underlying collateral of, or other recoveries relating to, an insured exposure. Such reduction in expected loss to be paid can result in one of the following: (i) a reduction in the corresponding loss and LAE reserve with a benefit to the consolidated statement of operations; (ii) no effect on the consolidated balance sheet or statements of operations, if total loss is not in excess of deferred premium revenue; or (iii) the recording of a salvage asset with a benefit to the consolidated statements of operations if the transaction is in a net recovery position at the reporting date. The ceded component of salvage and subrogation recoverable is reported in “other liabilities.”

Expected Loss to be Expensed

    Expected loss to be expensed represents past or expected future financial guaranty insurance net claim payments that have not yet been expensed. Such amounts will be expensed in future periods as deferred premium revenue amortizes into income. Expected loss to be expensed is the Company’s projection of incurred losses that will be recognized in future periods, excluding accretion of discount.

35

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Insurance Contracts’ Loss Information

Loss and LAE reserve and salvage and subrogation recoverable are discounted at risk-free rates for U.S. dollar denominated financial guaranty insurance obligations that ranged from 3.79% to 5.40% with a weighted average of 4.24% as of December 31, 2023 and 3.82% to 4.69% with a weighted average of 4.12% as of December 31, 2022.

The following tables provide information on net reserve (salvage), which includes loss and LAE reserves and salvage and subrogation recoverable, both net of reinsurance.

Net Reserve (Salvage) by Sector
As of December 31,
Sector20232022
(in thousands)
Public finance:
U.S. public finance$103,987 $117,250 
Non-U.S public finance 13 63 
Public finance104,000 117,313 
Structured finance:
U.S. RMBS(2,923)(875)
Insurance securitizations69,703 70,983 
Other structured finance24,875 24,624 
Structured finance91,655 94,732 
Total$195,655 $212,045 

Components of Net Reserve (Salvage)
As of December 31,
20232022
(in thousands)
Loss and LAE reserve$244,243 $243,461 
Reinsurance recoverable on unpaid losses (1)(1,551)(2,090)
Loss and LAE reserve, net 242,692 241,371 
Salvage and subrogation recoverable(47,021)(29,317)
Salvage and subrogation reinsurance payable (2)
Other recoverable (17)(10)
Salvage and subrogation recoverable, net (47,037)(29,326)
Net reserve (salvage)$195,655 $212,045 
____________________
(1)    Reported in “other assets” on the consolidated balance sheets.
(2)    Reported in “other liabilities” on the consolidated balance sheets.

Financial Guaranty Insurance Loss Information

    The table below provides a reconciliation of net expected loss to be paid (recovered) for financial guaranty insurance contracts to net expected loss to be expensed. Expected loss to be paid (recovered) for financial guaranty insurance contracts differs from expected loss to be expensed due to: (i) the contra-paid, which represents the claim payments made and recoveries received that have not yet been recognized in the statements of operations; (ii) salvage and subrogation recoverable for transactions that are in a net recovery position where the Company has not yet received recoveries on claims previously paid (and therefore recognized in income but not yet received); and (iii) loss reserves that have already been established (and therefore expensed but not yet paid).

36

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Reconciliation of Net Expected Loss to be Paid (Recovered)
to Net Expected Loss to be Expensed
Financial Guaranty Insurance Contracts
As of December 31, 2023
(in thousands)
Net expected loss to be paid (recovered) - financial guaranty insurance$207,952 
Contra-paid, net1,697 
Salvage and subrogation recoverable and other recoverable46,889 
Loss and LAE reserve - financial guaranty insurance contracts, net of reinsurance(239,562)
Net expected loss to be expensed (present value)
$16,976 
    
    The following table provides a schedule of the expected timing of net expected losses to be expensed. The amount and timing of actual loss and LAE may differ from the estimates shown below due to factors such as accelerations, commutations, changes in expected lives and updates to loss estimates.
 
Net Expected Loss to be Expensed
Financial Guaranty Insurance Contracts
 As of December 31, 2023
 (in thousands)
2024 (January 1 – March 31)$372 
2024 (April 1 – June 30)373 
2024 (July 1 – September 30)349 
2024 (October 1 – December 31)312 
Subtotal 20241,406 
20251,145 
2026844 
2027829 
2028795 
2029-20334,527 
2034-20383,467 
2039-20431,890 
After 20432,073 
Net expected loss to be expensed16,976 
Future accretion13,229 
Total expected future loss and LAE$30,205 
 
37

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
The following table presents the loss and LAE (benefit) reported in the consolidated statements of operations by sector for insurance contracts. Amounts presented are net of reinsurance.

Loss and LAE (Benefit) by Sector
Year Ended December 31,
Sector20232022
(in thousands)
Public finance:
U.S. public finance$39,149 $9,143 
Non-U.S public finance (51)(77)
Public finance39,098 9,066 
Structured finance:
U.S. RMBS(3,787)(24,012)
Insurance securitizations15,333 18,548 
Other structured finance174 (613)
Structured finance11,720 (6,077)
Loss and LAE (benefit)$50,818 $2,989 

In each of the years presented, the primary component of U.S. public finance loss and LAE (benefit) was Puerto Rico exposures.

The following tables provide information on financial guaranty insurance contracts categorized as BIG.

Financial Guaranty Insurance BIG Transaction Loss Summary
As of December 31, 2023
BIG Categories
BIG 1BIG 2BIG 3Total
(dollars in thousands)
Number of risks (1)67 10 62 139 
Remaining weighted-average period (in years)10.4 15.0 5.7 8.6 
Outstanding exposure:
Par$414,017 $181,129 $670,763 $1,265,909 
Interest
202,898 155,030 167,618 525,546 
Total
$616,915 $336,159 $838,381 $1,791,455 
Expected cash outflows (inflows) $10,935 $31,465 $448,793 $491,193 
Potential recoveries (2)(23,110)(2,411)(244,491)(270,012)
Subtotal(12,175)29,054 204,302 221,181 
Discount2,100 (7,525)(7,804)(13,229)
Expected losses to be paid (recovered)$(10,075)$21,529 $196,498 $207,952 
Deferred premium revenue$7,586 $8,656 $4,885 $21,127 
Reserves (salvage)$(14,257)$15,202 $191,728 $192,673 


38

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Financial Guaranty Insurance BIG Transaction Loss Summary
As of December 31, 2022
BIG Categories
BIG 1BIG 2BIG 3Total
(dollars in thousands)
Number of risks (1)87 64 159 
Remaining weighted‑average period (in years)11.7 7.7 6.5 8.8 
Outstanding exposure:
Par
$584,759 $61,457 $732,716 $1,378,932 
Interest
365,420 21,454 201,250 588,124 
Total
$950,179 $82,911 $933,966 $1,967,056 
Expected cash outflows (inflows) $14,726 $21,087 $566,490 $602,303 
Potential recoveries (2)(20,333)(2,898)(300,714)(323,945)
Subtotal(5,607)18,189 265,776 278,358 
Discount370 (5,883)(51,418)(56,931)
Expected losses to be paid (recovered)$(5,237)$12,306 $214,358 $221,427 
Deferred premium revenue$18,381 $465 $6,520 $25,366 
Reserves (salvage) $(11,789)$11,841 $207,974 $208,026 
_____________________
(1)    A risk represents the aggregate of the financial guaranty policies that share the same revenue source for purposes of making debt service payments.
(2)    Represents expected inflows from future payments by obligors pursuant to restructuring agreements, settlements or litigation judgments, excess spread on any underlying collateral and other estimated recoveries. Potential recoveries also include recoveries on certain investment grade credits, related mainly to exposures that were previously BIG and for which claims have been paid in the past.

39

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Specialty Insurance Loss Activity and Components

    The following table provides a reconciliation of the beginning and ending balances of specialty insurance and reinsurance reserves for losses and LAE and reinsurance recoverable. Losses incurred and paid are presented on a net basis.

Rollforward of Specialty Insurance and Reinsurance
Reserves for Losses and LAE
Year Ended December 31,
20232022
(in thousands)
Balance as of January 1$6,109 $7,117 
Less: Reinsurance recoverable2,090 2,305 
Net loss and LAE reserve balance as of January 14,019 4,812 
Less: Salvage and subrogation recoverable, net of reinsurance as of January 1— — 
Net loss reserves (salvage) balance as of January 14,019 4,812 
Incurred losses and LAE related to:
Current year— — 
Prior years (1,047)(793)
Total incurred losses and LAE(1,047)(793)
Loss and LAE (paid) recovered related to:
Current year— — 
Prior years— — 
Total loss and LAE (paid) recovered— — 
Salvage and subrogation recovered10 — 
Net loss reserves (salvage) balance as of December 312,982 4,019 
Plus: Salvage and subrogation recoverable, net of reinsurance148 — 
Plus: Reinsurance recoverable (1)1,551 2,090 
Balance as of December 31$4,681 $6,109 
____________________
(1)    Reported in “other assets” on the consolidated balance sheets.

The net loss reserve for specialty insurance and reinsurance as of both December 31, 2023 and 2022 relates to RVI. In addition, the loss and LAE for specialty insurance and reinsurance is primarily related to RVI. The following tables present the loss and LAE and the paid loss and LAE, net of reinsurance for RVI.

Incurred Claims and Allocated Adjustment Expenses, Net of Reinsurance

Years Ended December 31,
Accident Year 2020
(Unaudited)
2021
(Unaudited)
2022
(Unaudited)
2023
(in thousands)
2020$2,548 $3,335 $2,749 $2,408 
20212,932 2,725 2,019 
2022— — 
2023— 
Total$4,427 

40

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance

Years Ended December 31,
Accident Year 2020
(Unaudited1
2021
(Unaudited1
2022
(Unaudited)
2023
(in thousands)
2020$7,933 $1,455 $1,455 $1,445 
2021— — — 
2022— — 
2023— 
Total$1,445 
Loss reserve, net of reinsurance$2,982 

5.    Contracts Accounted for as Credit Derivatives

Amounts presented in this note relate only to contracts accounted for as derivatives, which are primarily CDS, and also include interest rate swaps. The Company’s credit derivatives primarily consist of assumed CDS contracts from AGC.

The Company’s credit derivative transactions are generally governed by International Swaps and Derivatives Association, Inc. documentation and have certain characteristics that differ from financial guaranty insurance contracts. For example, the ceding company’s control rights with respect to a reference obligation under a credit derivative may be more limited than when the ceding company issues a financial guaranty insurance contract. In addition, there are more circumstances under which the ceding company may be obligated to make payments. Similar to a financial guaranty insurance contract, the ceding company would be obligated to pay if the obligor failed to make a scheduled payment of principal or interest in full. In certain credit derivative transactions, the ceding company also specifically agreed to pay if the obligor were to become bankrupt or if the reference obligation were restructured. Furthermore, in certain credit derivative transactions the ceding company may be required to make a payment due to an event that is unrelated to the performance of the obligation referenced in the credit derivative. If events of default or termination events specified in the credit derivative documentation were to occur, the non-defaulting or the non-affected party, which may be either the ceding company or the counterparty, depending upon the circumstances, may decide to terminate a credit derivative prior to maturity. In that case, the ceding company may be required to make a termination payment to its swap counterparty upon such termination. Absent such an event of default or termination event, the ceding company may not unilaterally terminate a CDS contract; however, the ceding company on occasion has mutually agreed with various counterparties to terminate certain CDS transactions.

Accounting Policy

Credit derivatives are recorded at fair value, and changes in fair value are reported in “Fair value gains (losses) on credit derivatives” in the consolidated statement of operations. The fair value of credit derivatives is determined on a contract by contract basis and presented as either credit derivative assets reported in “other assets” or “credit derivative liabilities” in the consolidated balance sheets. See Note 8, Fair Value Measurement, for a discussion on the fair value methodology for credit derivatives.

Credit Derivatives Net Par Outstanding and Fair Value

    The components of the Company’s credit derivative net par outstanding by sector are presented in the table below. The estimated remaining weighted average life of credit derivatives was 8.9 years and 12.4 years as of December 31, 2023 and December 31, 2022, respectively.
41

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Credit Derivatives
As of December 31, 2023As of December 31, 2022
SectorNet Par
Outstanding
Net Fair Value
Asset (Liability)
Net Par
Outstanding
Net Fair Value
Asset (Liability)
(in thousands)
U.S. public finance$45,000 $(843)$43,878 $(1,460)
Non-U.S. public finance780,832 (9,538)840,566 (27,496)
U.S. structured finance24,601 (651)26,770 (699)
Non-U.S. structured finance 487,600 431 — — 
Total
$1,338,033 $(10,601)$911,214 $(29,655)

Fair Value Gains (Losses) on Credit Derivatives
Year Ended December 31,
 20232022
 (in thousands)
Realized gains (losses) and other settlements$1,411 $(10)
Net unrealized gains (losses)18,951 (2,143)
Fair value gains (losses) on credit derivatives$20,362 $(2,153)

    The impact of changes in credit spreads will vary based upon the volume, tenor, interest rates, and other market conditions at the time these fair values are determined. In addition, since each transaction has unique collateral and structural terms, the change in fair value of each transaction may vary considerably. The fair value of credit derivative contracts also reflects the change in the ceding company’s own credit cost based on the price to purchase credit protection on AGC. The ceding company determines its own credit risk primarily based on quoted CDS prices traded on AGC at each balance sheet date.

CDS Spread on AGC (in basis points)
As of December 31,
202320222021
Five-year CDS spread666349
One-year CDS spread232616

Fair Value of Credit Derivative Assets (Liabilities)
and Effect of AGC Credit Spread
As of December 31,
 20232022
 (in thousands)
Fair value of credit derivatives before effect of affiliated ceding company credit spread$(16,263)$(39,673)
Plus: Effect of affiliated ceding company's credit spread5,662 10,018 
Net fair value of credit derivatives$(10,601)$(29,655)
        
    The fair value of CDS contracts as of December 31, 2023, before considering the benefit applicable to AGC’s credit spread, is a direct result of the relatively wider credit spreads under current market conditions compared to those at the time of underwriting for certain underlying credits with longer tenor.

6.     Reinsurance
    
    The Company assumes exposure (Assumed Business) and cedes portions of exposure it has insured or assumed (Ceded Business) in exchange for premiums, net of any ceding commissions. The Company historically entered into, and with respect to new business originated by AGRO continues to enter into, ceded reinsurance contracts in order to reduce the Company's net potential loss on ceded business to levels within the Company's risk tolerance.

42

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Accounting Policy

For business assumed and ceded, the accounting model of the underlying direct financial guaranty contract dictates the accounting model used for the reinsurance contract. For any assumed or ceded financial guaranty insurance premiums and losses, the accounting models described in Note 4, Contracts Accounted for as Insurance, are followed. For any assumed credit derivative contracts, the accounting model in Note 5, Contracts Accounted for as Credit Derivatives, is followed.

Financial Guaranty Business
    
    The Company assumes financial guaranty business from affiliated companies and third-party insurers, primarily other monoline financial guaranty companies that currently are in runoff and no longer actively writing new business. Under these relationships, the Company assumes a portion of the ceding company’s insured risk in exchange for a portion of the ceding company's premium for the insured risk (typically, net of a ceding commission). The Company, if required, secures its reinsurance obligations to its affiliated and non-affiliated ceding companies, typically by depositing in trust assets with a market value equal to its assumed liabilities calculated on a statutory basis of accounting.
    
The Company’s facultative and treaty assumed agreements are generally subject to termination at the option of the ceding company: (i) if the Company fails to meet certain financial and regulatory criteria; (ii) if the Company fails to maintain a specified minimum financial strength rating; or (iii) upon certain changes of control of the Company. Upon termination due to one of the above events, the Company typically would be required to return to the ceding company unearned premiums (net of ceding commissions) and loss reserves, calculated on a U.S. statutory basis, attributable to the Assumed Business (plus in certain cases, an additional required amount), after which the Company would be released from liability with respect to such business. In the event that the reinsurer is unable to meet its obligations, the Company would remain liable for such defaulted amounts.

Effect of Reinsurance

    The following table presents the components of premiums and losses reported in the consolidated statements of operations attributable to the Assumed Business and Ceded Business (both financial guaranty and specialty). See Note 11, Related Party Transactions, for balances with affiliates.

Components of Premiums Written, Premiums Earned and Loss and LAE (Benefit)
Year Ended December 31,
20232022
(in thousands)
Premiums Written:
Assumed$104,112 $70,879 
Ceded (15,662)(451)
Net
$88,450 $70,428 
Premiums Earned:
Direct$1,642 $1,334 
Assumed81,904 86,096 
Ceded(2,224)(2,026)
Net
$81,322 $85,404 
Loss and LAE (benefit):
Direct$(1,245)$(364)
Assumed 51,524 3,152 
Ceded539 201 
Net (1)$50,818 $2,989 
____________________
(1)    See Note 3, Expected Loss to be Paid (Recovered), for additional information on the economic loss development (benefit).     

43

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Change in assumed funds held with affiliates in the consolidated statements of operations relates primarily to the assumed portion of the affiliated ceding companies’ net realized investment gains (losses) and fair value gains (losses) on trading securities associated with salvage received in the form of investments from the 2022 Puerto Rico Resolutions.

Exposure to Non-Affiliated Reinsurers (1)
As of December 31,
 20232022
 (in thousands)
Ceded premium payable, net of commissions$13,833 $114 
Ceded expected loss to be recovered1,550 2,089 
Ceded unearned premium reserve20,960 7,475 
Financial guaranty ceded par outstanding (2)300,000 — 
Specialty ceded exposure (see Note 2)
482,028 482,644 
____________________
(1)    The total collateral posted by third-party reinsurers was $5.5 million as of December 31, 2023. There was no collateral posted by third party reinsurers as of December 31, 2022. See Note 11, Related Party Transactions, for information on affiliated reinsurers.
(2)    All ceded par was rated investment grade as of December 31, 2023.

7.    Investments and Cash

Accounting Policy

All fixed-maturity securities are reported on a trade date basis, measured at fair value and classified as available-for-sale. Unrealized gains and losses on available-for-sale fixed-maturity securities are reported in accumulated other comprehensive income (AOCI). Realized gains and losses on sales of available-for-sale fixed-maturity debt securities and credit losses are reported as a component of net income.

Short-term investments, which are investments with a maturity of less than one year at the time of purchase, are carried at fair value and include amounts deposited in certain money market funds.

The equity method investment consists of the investment in a fund managed by an affiliate, Sound Point Capital Management, LP and certain of its investment management affiliates (Sound Point). The Company reports its interest in the earnings of equity method investments in “equity in earnings (losses) of investees” in the consolidated statement of operations. Equity method investment is reported on a one-quarter lag.

Cash consists of cash on hand and demand deposits.

Net investment income includes the income earned on fixed-maturity securities, short-term investments and a loan receivable from affiliate, including amortization of premiums and accretion of discounts. For mortgage backed securities and any other securities for which there is prepayment risk, prepayment assumptions are evaluated quarterly and revised as necessary. For securities other than purchased credit deteriorated (PCD) securities, any necessary adjustments due to changes in effective yields and expected maturities are recognized in net investment income using the retrospective method. PCD securities are defined as financial assets that, as of the date of acquisition, have experienced a more-than-insignificant deterioration in credit quality since origination.

Realized gains and losses on sales of available-for-sale fixed-maturity securities and credit losses are reported in the consolidated statement of operations. Net realized investment gains (losses) include sales of investments, which are determined using the specific identification method, reductions to amortized cost of available-for-sale investments that have been written down due to the Company’s intent to sell them or it being more likely than not that the Company will be required to sell them, and the change in allowance for credit losses (including accretion) as discussed below.

For all fixed-maturity securities that were originally purchased with credit deterioration, accrued interest is not separately presented, but rather is a component of the amortized cost of the instrument. For all other available-for-sale securities, a separate amount for accrued interest is reported in “other assets.”

44

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Credit Losses

For an available-for-sale fixed-maturity security that has experienced a decline in fair value below its amortized cost due to credit related factors, an allowance is established for the difference between the estimated recoverable value and amortized cost with a corresponding charge to net realized investment gains (losses) in the consolidated statement of operations. The estimated recoverable value is the present value of cash flows expected to be collected. The allowance for credit losses is limited to the difference between amortized cost and fair value. Any difference between the security’s fair value and its amortized cost that is not associated with credit related factors is presented as a component of AOCI.

When estimating future cash flows for fixed-maturity securities, management considers the historical performance of underlying assets and available market information as well as bond-specific considerations. In addition, the process of estimating future cash flows includes, but is not limited to, the following critical inputs, which vary by security type:

the extent to which fair value is less than amortized cost;
credit ratings;
any adverse conditions specifically related to the security, industry, and/or geographic area;
changes in the financial condition of the issuer, or underlying loan obligors;
general economic and political factors;
remaining payment terms of the security;
prepayment speeds;
expected defaults; and
the value of any embedded credit enhancements.

The assessment of whether a credit loss exists is performed each reporting period.

The allowance for credit losses and the corresponding charge to net realized investment gains (losses) may be reversed if conditions change. However, the allowance for credit losses is never reduced below zero. When the Company determines that all or a portion of a fixed-maturity security is uncollectible, the uncollectible amortized cost amount is written off with a corresponding reduction to the allowance for credit losses. If cash flows that were previously written off are collected, the recovery is recognized in net realized investment gains (losses).

An allowance for credit losses is established upon initial recognition for available-for-sale PCD securities. On the date of acquisition, the amortized cost of PCD securities is equal to the purchase price plus the allowance for credit losses with no credit loss expense recognized in the consolidated statements of operations. After the date of acquisition, deterioration (or improvement) in credit will result in an increase (or decrease) to the allowance and an offsetting credit loss expense (or benefit). To measure this, the Company performs a discounted cash flow analysis. For PCD securities that are also beneficial interests, favorable or adverse changes in expected cash flows are recognized as a change in the allowance for credit losses. Changes in expected cash flows that are not captured through the allowance are reflected as a prospective adjustment to the security’s yield within net investment income.

The Company has elected to not measure credit losses on its accrued interest receivable and instead write off accrued interest when it is six-months past due or on the date it is deemed uncollectible, if earlier. All write-offs of accrued interest are recorded as a reduction to net investment income in the consolidated statements of operations.

For impaired securities that (i) the Company intends to sell or (ii) it is more-likely-than-not that the Company will be required to sell before recovering its amortized cost, the amortized cost is written down to fair value with a corresponding charge to net realized investment gains (losses). No allowance is established in these situations and any previously recorded allowance is reversed. The new cost basis is not adjusted for subsequent increases in estimated fair value.

Investment Portfolio

The majority of the investment portfolio comprises investment grade fixed-maturity securities managed by two outside managers. The Company has established investment guidelines for these investment managers regarding credit quality, exposure to a particular sector and exposure to a particular obligor within a sector.

Accrued interest income on the investment portfolio and the loan receivable from affiliate was $11.5 million and $10.5 million as of December 31, 2023 and December 31, 2022, respectively. In 2023 and 2022, the Company did not write off any accrued investment income.
45

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued

As of December 31, 2023 and December 31, 2022, the Company had $79.3 million and $100.8 million of short-term securities in its investment portfolio.

Beginning July 1, 2023, Assured Guaranty participates in the asset management business through its ownership interest in Sound Point. As of December 31, 2023, the aggregate carrying value of investments in Sound Point’s debt and a fund managed by Sound Point was $16.5 million, consisting of a fixed-maturity security and an equity method investment. In addition, the Company had unfunded commitment of $6.5 million as of December 31, 2023 related to the fund managed by Sound Point.

Available-for-Sale Fixed-Maturity Securities by Security Type
As of December 31, 2023
Security TypePercent
of
Total (1)
Amortized
Cost
Allowance for Credit LossesGross
Unrealized
Gains
Gross
Unrealized
Losses
Estimated
Fair
Value
(dollars in thousands)
Obligations of state and political subdivisions22 %$276,507 $— $1,637 $(18,550)$259,594 
U.S. government and agencies21,637 — 936 (502)22,071 
Corporate securities (2)54 683,658 (835)5,115 (38,957)648,981 
Mortgage-backed securities (3):
RMBS12 153,491 (221)1,456 (6,894)147,832 
Commercial mortgage-backed securities (CMBS)72,174 — — (2,159)70,015 
Asset-backed securities:
Collateralized loan obligations (CLOs)37,967 — 34 (1,591)36,410 
Other10,853 — — (119)10,734 
Non-U.S. government securities— 230 — (4)227 
Total available-for-sale fixed-maturity securities (4)100 %$1,256,517 $(1,056)$9,179 $(68,776)$1,195,864 

46

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Available-for-Sale Fixed-Maturity Securities by Security Type
As of December 31, 2022
Security TypePercent
of
Total (1)
Amortized
Cost
Allowance for Credit LossesGross
Unrealized
Gains
Gross
Unrealized
Losses
Estimated
Fair
Value
(dollars in thousands)
Obligations of state and political subdivisions24 %$303,610 $— $1,204 $(24,814)$280,000 
U.S. government and agencies25,278 — 955 (743)25,490 
Corporate securities (2)48 606,244 (500)819 (52,850)553,713 
Mortgage-backed securities (3):
RMBS12 143,967 (142)1,079 (8,428)136,476 
CMBS11 137,360 — (4,673)132,690 
Asset-backed securities:
CLOs25,804 — (476)25,335 
Other9,849 — — (182)9,667 
Non-U.S. government securities— 230 — (6)225 
Total available-for-sale fixed-maturity securities (4)100 %$1,252,342 $(642)$4,068 $(92,172)$1,163,596 
____________________
(1)    Based on amortized cost.
(2)    Includes securities issued by taxable universities and hospitals.
(3)    U.S. government-agency obligations were approximately 74% of mortgage-backed securities as of December 31, 2023 and 56% as of December 31, 2022, based on fair value.
(4)    1.4% and 0.3% of fixed-maturity securities are rated BIG or not rated as of December 31, 2023 and December 31, 2022, respectively, based on fair value.

Gross Unrealized Loss by Length of Time
for Available-for-Sale Fixed-Maturity Securities for Which a Credit Loss was Not Recorded
As of December 31, 2023
Less than 12 months12 months or moreTotal
Fair
Value
Gross Unrealized
Loss
Fair
Value
Gross Unrealized
Loss
Fair
Value
Gross Unrealized
Loss
(dollars in thousands)
Obligations of state and political subdivisions$38,428 $(787)$153,337 $(17,763)$191,765 $(18,550)
U.S. government and agencies— — 6,698 (502)6,698 (502)
Corporate securities25,068 (343)419,065 (33,001)444,133 (33,344)
Mortgage-backed securities:
RMBS6,466 (88)102,926 (6,595)109,392 (6,683)
CMBS2,878 (65)67,112 (2,094)69,990 (2,159)
Asset-backed securities:
CLOs12,974 (1,546)16,732 (45)29,706 (1,591)
Other1,022 (14)9,712 (105)10,734 (119)
Non-U.S. government securities— — 195 (4)195 (4)
Total$86,836 $(2,843)$775,777 $(60,109)$862,613 $(62,952)
Number of securities (1)45 411 451 

47

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Gross Unrealized Loss by Length of Time
for Available-for-Sale Fixed-Maturity Securities for Which a Credit Loss was Not Recorded
As of December 31, 2022
Less than 12 months12 months or moreTotal
Fair
Value
Gross Unrealized
Loss
Fair
Value
Gross Unrealized
Loss
Fair
Value
Gross Unrealized
Loss
(dollars in thousands)
Obligations of state and political subdivisions$173,664 $(12,085)$29,754 $(12,729)$203,418 $(24,814)
U.S. government and agencies4,337 (2)6,459 (741)10,796 (743)
Corporate securities394,669 (21,360)93,508 (26,563)488,177 (47,923)
Mortgage-backed securities:
RMBS120,183 (7,797)1,342 (310)121,525 (8,107)
CMBS132,257 (4,673)— — 132,257 (4,673)
Asset-backed securities:
CLOs11,960 (219)12,049 (257)24,009 (476)
Other9,667 (182)— — 9,667 (182)
Non-U.S. government securities194 (6)— — 194 (6)
Total$846,931 $(46,324)$143,112 $(40,600)$990,043 $(86,924)
Number of securities (1)375 113 486 
____________________
(1)    The number of securities does not add across because lots consisting of the same securities have been purchased at different times and appear in both categories above (i.e., less than 12 months and 12 months or more). If a security appears in both categories, it is counted only once in the total column.

The Company considered the credit quality, cash flows, interest rate movements, ability to hold a security to recovery and intent to sell a security in determining whether a security had a credit loss. The Company has determined that the unrealized losses recorded as of December 31, 2023 and December 31, 2022 were primarily related to higher interest rates rather than credit quality. As of December 31, 2023, the Company did not intend to and was not required to sell investments in an unrealized loss position prior to expected recovery in value. As of December 31, 2023, of the securities in an unrealized loss position for which an allowance for credit loss was not recorded, 123 securities had unrealized losses in excess of 10% of its carrying value, whereas as of December 31, 2022 154 securities had unrealized losses in excess of 10% of their carrying value. The total unrealized loss for these securities was $39.8 million and $54.4 million as of December 31, 2023 and December 31, 2022, respectively.

The amortized cost and estimated fair value of available-for-sale fixed-maturity securities by contractual maturity as of December 31, 2023 are shown below. Expected maturities will differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties.

Distribution of Available-for-Sale Fixed-Maturity Securities by Contractual Maturity
As of December 31, 2023
Amortized
Cost
Estimated
Fair Value
(in thousands)
Due within one year
$76,967 $76,210 
Due after one year through five years
319,204 314,535 
Due after five years through 10 years
344,936 332,466 
Due after 10 years
289,745 254,806 
Mortgage-backed securities:
RMBS
153,491 147,832 
CMBS
72,174 70,015 
Total
$1,256,517 $1,195,864 


48

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Based on fair value, fixed-maturity securities and short-term investments that are held in trust for the benefit of affiliated and third party ceding insurers in accordance with contractual requirements totaled $754.1 million and $752.6 million as of December 31, 2023 and December 31, 2022, respectively.

There were no investments that were non-income producing during the twelve months period ending December 31, 2023 and December 31, 2022.

Income from Investments

The components of income derived from the investment portfolio are presented in the following tables.

Income from Investments
Year Ended December 31,
20232022
(in thousands)
Investment income:
Externally managed$45,853 $42,704 
Short-term investments6,064 1,784 
Other1,762 259 
Interest income from loan receivable from affiliate (see Note 11)
1,282 917 
Investment income54,961 45,664 
Investment expenses(934)(1,001)
Net investment income$54,027 $44,663 

Realized Investment Gains (Losses)

The table below presents the components of net realized investment gains (losses).

Net Realized Investment Gains (Losses)
Year Ended December 31,
20232022
(in thousands)
Gross realized gains on sales of available-for-sale securities$592 $97 
Gross realized losses on sales of available-for-sale securities(1,589)(260)
Change in the allowance for credit losses and intent to sell(806)(636)
Other net realized gains (losses)(247)(207)
Net realized investment gains (losses)$(2,050)$(1,006)

Roll Forward of Allowance for Credit Losses
for Available-for-Sale Fixed-Maturity Securities
 Year Ended December 31,
 20232022
 (in thousands)
Balance, beginning of period$642 $
Additions for securities for which credit losses were not previously recognized152 642 
Additions (reductions) for securities for which credit losses were previously recognized262 (6)
Balance, end of period$1,056 $642 

The Company did not purchase any securities with credit deterioration during the periods presented.

49

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
8.    Fair Value Measurement

Accounting Policy

    The Company carries the majority of its investment portfolio and its credit derivatives at fair value. Fair value is defined as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date (i.e., exit or transfer price). The price represents the price available in the principal market for the asset or liability. If there is no principal market, then the price is based on a hypothetical market that maximizes the value received for an asset or minimizes the amount paid for a liability (i.e., the most advantageous market).

Fair value is based on quoted market prices, where available. If listed prices or quotes are not available, fair value is based on either (i) internally developed models that primarily use, as inputs, market-based or independently sourced market parameters (including, but not limited to, yield curves, interest rates, and debt prices) or (ii) discounted cash flows, using a third party’s proprietary pricing models. In addition to market information, when applicable, the models also incorporate transaction details, such as the instrument’s maturity, and contractual features that reduce the Company’s credit exposure (e.g., collateral rights).

Valuation adjustments may be made to ensure that financial instruments are recorded at fair value. These adjustments include amounts to reflect counterparty credit quality, the affiliated ceding company's creditworthiness, and constraints on liquidity. As markets and products develop and the pricing transparency for certain products changes, the Company may refine its methodologies and assumptions. During 2023, no changes were made to the Company’s valuation models that had (or are expected to have) a material impact on the Company’s consolidated balance sheets or statements of operations and comprehensive income.

The Company’s valuation methods produce fair values that may not be indicative of net realizable value or future fair values. The use of different methodologies or assumptions to determine fair value of certain financial instruments could result in a materially different estimate of fair value at the reporting date.

The categorization within the fair value hierarchy is determined based on whether the inputs to valuation techniques used to measure fair value are observable or unobservable. Observable inputs reflect market data obtained from independent sources, while unobservable inputs reflect Company estimates of market assumptions. The fair value hierarchy prioritizes model inputs into three broad levels, with Level 1 being the highest and Level 3 the lowest. The categorization, of an asset or liability, within the hierarchy is based on the lowest level of significant input to its valuation.

Level 1—Quoted prices for identical instruments in active markets. The Company generally defines an active market as a market in which trading occurs at significant volumes. Active markets generally are more liquid and have a lower bid-ask spread than an inactive market.

Level 2—Quoted prices for similar instruments in active markets; quoted prices for identical or similar instruments in markets that are not active; and observable inputs other than quoted prices, such as interest rates or yield curves and other inputs derived from or corroborated by observable market inputs.

Level 3—Model derived valuations in which one or more significant inputs or significant value drivers are unobservable. Financial instruments are considered Level 3 when their values are (i) determined using pricing models, discounted cash flow methodologies or similar techniques and (ii) at least one significant model assumption or input is unobservable. Level 3 financial instruments also include those for which the determination of fair value requires significant management judgment or estimation.

    There were no transfers from or into Level 3 during the periods presented.

Carried at Fair Value

Fixed-Maturity Securities

The fair value of fixed-maturity securities is generally based on prices received from third party pricing services or alternative pricing sources that provide reasonable levels of price transparency. The pricing services prepare estimates of fair value using their pricing models, which take into account: benchmark yields, reported trades, broker/dealer quotes, issuer spreads, two-sided markets, benchmark securities, bids, offers, reference data, industry and economic events and sector
50

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
groupings. Additional valuation factors that can be taken into account are nominal spreads and liquidity adjustments. The pricing services evaluate each asset class based on relevant market and credit information, perceived market movements, and sector news.

In many cases, benchmark yields have proven to be more reliable indicators of the market for a security, as compared to reported trades for infrequently traded securities and distressed transactions. The extent of the use of each input is dependent on the asset class and the market conditions. The valuation of fixed-maturity securities is more subjective when markets are less liquid due to the lack of market-based inputs.

As of December 31, 2023, the Company used models to price 19 securities. All Level 3 securities were priced with the assistance of independent third parties. The pricing is based on a discounted cash flow approach using the third party’s proprietary pricing models. The models use inputs such as projected prepayment speeds; severity assumptions; recovery lag assumptions; estimated default rates (determined based on an analysis of collateral attributes, historical collateral performance, borrower profiles and other features relevant to the evaluation of collateral credit quality); home price appreciation/depreciation rates based on macroeconomic forecasts and recent trading activity. The yield used to discount the projected cash flows is determined by reviewing various attributes of the security including collateral type, weighted average life, sensitivity to losses, vintage, and convexity, in conjunction with market data on comparable securities. Significant changes to any of these inputs could have materially changed the expected timing of cash flows within these securities which could have significantly affected the fair value of the securities.

Short-Term Investments

Short-term investments that are traded in active markets are classified as Level 1 as their value is based on quoted market prices. Securities such as discount notes are classified as Level 2 because these securities are typically not actively traded due to their approaching maturity and, as such, their cost approximates fair value.

Contracts Accounted for as Credit Derivatives

The Company’s credit derivatives primarily consist of assumed CDS contracts. These instruments qualify as derivatives under GAAP, and require fair value measurement, with changes in fair value reported in the consolidated statements of operations. Of the total credit derivative net par outstanding as of December 31, 2023, 57% was assumed from affiliated ceding companies. The affiliated ceding companies did not enter into CDS contracts with the intent to trade these contracts. Additionally, the affiliated ceding companies may not unilaterally terminate a CDS contract absent an event of default or termination event that entitles the affiliated ceding companies to terminate such contracts. However, for certain CDS transactions, the affiliated ceding companies have mutually negotiated with various counterparties to terminate such transactions. In transactions where the counterparty does not have the right to terminate, such transactions were generally terminated for an amount that approximated the present value of future premiums (or for a negotiated amount), rather than fair value.

The terms of the affiliated ceding companies’ CDS contracts differ from more standardized credit derivative contracts sold by companies outside the financial guaranty industry. The non-standard terms generally include the absence of collateral support agreements or immediate settlement provisions. In addition, the affiliated ceding companies employ relatively high attachment points and do not exit derivatives they sell, except under specific circumstances such as mutually negotiated agreements with counterparties. Management considers the non-standard terms of the Company’s credit derivative contracts in determining the fair value of these contracts.

Due to the lack of quoted prices and other observable inputs for its instruments or for similar instruments, the Company determines the fair value of its credit derivative contracts primarily through internally developed, proprietary models that use both observable and unobservable market data inputs. There is no established market where financial guaranty insured credit derivatives are actively traded; therefore, management has determined that the exit market for the Company’s credit derivatives is a hypothetical one based on its entry market. These contracts are classified as Level 3 in the fair value hierarchy as there are multiple unobservable inputs deemed significant to the valuation model, most importantly the estimate of the value of the non-standard terms and conditions of the credit derivative contracts and how an affiliated ceding company's own credit spread affects the pricing of the transactions.

The fair value of the Company’s credit derivative contracts generally represents the difference between the present value of remaining premiums the Company expects to receive and the estimated present value of premiums that a financial guarantor of comparable credit-worthiness would hypothetically charge at the reporting date for the same protection. The fair
51

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
value of the Company’s credit derivatives depends on a number of factors, including notional amount of the contract, expected term, credit spreads, changes in interest rates, the credit ratings of referenced entities, an affiliated ceding company's credit risk and remaining contractual cash flows. The expected remaining contractual premium cash flows are the most readily observable inputs since they are based on the CDS contractual terms. Credit spreads capture the effect of recovery rates and performance of underlying assets of these contracts, among other factors. Consistent with previous years, market conditions at December 31, 2023 were such that market prices of the Company’s CDS contracts were not available.

    Management considers factors such as current prices charged for similar agreements, when available, performance of underlying assets, life of the instrument, and the nature and extent of activity in the financial guaranty credit derivative marketplace. The Company records its proportionate share of the fair value calculated by the affiliated ceding companies. The majority of the assumed CDS is from AGC.

Assumptions and Inputs

The various inputs and assumptions that are key to the measurement of the affiliated ceding companies' fair value for CDS contracts are as follows: the gross spread, the allocation of gross spread among the bank profit, net spread and hedge cost, and the weighted average life which is based on debt service schedules.

The Company obtains published gross spreads on its outstanding contracts from third-party market data sources (e.g., dealer spread tables for the collateral similar to assets within the Company’s transactions), as well as collateral-specific spreads provided by or obtained from market sources. The bank profit represents profit the originator, usually an investment bank, realizes for structuring and funding the transaction; the net spread represents the premiums paid to the Company for the credit protection provided; and the hedge cost represents the cost of CDS protection purchased by the originator to hedge its counterparty credit risk exposure to the Company.

The primary sources of information used to determine gross spread and the fair value for CDS contracts include:

Actual collateral specific credit spreads (if up-to-date and reliable market-based spreads are available).
Transactions priced or closed during a specific quarter within a specific asset class and specific rating.
Credit spreads interpolated based upon market indices adjusted to reflect the non-standard terms of the Company’s CDS contracts.
Credit spreads extrapolated based upon transactions of similar asset classes, similar ratings, and similar time to maturity.
Information provided by the counterparty of the CDS.

    The rates used to discount future expected premium cash flows ranged from 3.26% to 4.81% at December 31, 2023 and 2.78% to 5.08% at December 31, 2022.

The premium the affiliated ceding companies receive is referred to as the “net spread.” The affiliated ceding companies’ pricing model takes into account not only how credit spreads on risks that it assumes affect pricing, but also how the affiliated ceding companies’ own credit spread affects the pricing of its transactions. For assumed exposures from AGC, AGC’s own credit risk is factored into the determination of net spread based on the quoted market price for credit protection bought on the affiliated ceding companies, as reflected by quoted market prices on CDS contracts referencing AGC. Due to the relatively low volume and characteristics of CDS contracts remaining in AG Re’s portfolio assumed from AGM, changes in AGM’s CDS spreads do not significantly affect the fair value of these CDS contracts. AGC obtains the quoted price of CDS contracts traded on AGC from market data sources published by third parties. The cost to acquire CDS protection referencing AGC affects the amount of spread on CDS transactions that the affiliated ceding companies retain and, hence, the transactions' fair value. As the cost to acquire CDS protection referencing AGC increases, the amount of premium the affiliated ceding company retains on a transaction generally decreases.

The amount of premium a financial guaranty insurance market participant can demand is inversely related to the cost of credit protection on the insurance company as measured by market credit spreads assuming all other assumptions remain constant. This is because the buyers of credit protection typically hedge a portion of their risk to the financial guarantor because the contractual terms of the affiliated ceding companies' contracts typically do not require the posting of collateral by the guarantor. The extent of the hedge depends on the types of instruments insured and the current market conditions.

In the affiliated ceding companies’ valuation model, the premium the affiliated ceding companies capture is not permitted to go below the minimum rate that the affiliated ceding companies would currently charge to assume similar risks.
52

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
This assumption can have the effect of mitigating the amount of unrealized gains that are recognized on certain CDS contracts. Approximately 27%, based on fair value, of the Company’s CDS contracts were fair valued using this minimum premium as of December 31, 2023. As of December 31, 2022, the use of the minimum premium did not have an effect on fair value.
A credit derivative liability on protection sold is the result of contractual cash inflows on in-force transactions that are lower than what a hypothetical financial guarantor could receive if it sold protection on the same risk as of the reporting date. If the affiliated ceding companies were able to freely exchange these contracts (i.e., assuming its contracts did not contain proscriptions on transfer and there was a viable exchange market), it would realize a loss representing the difference between the lower contractual premiums to which it is entitled and the current market premiums for a similar contract. The affiliated ceding companies determine the fair value of their CDS contracts by applying the difference between the current net spread and the contractual net spread for the remaining duration of each contract to the notional value of such contract and then discounting such amounts using the applicable discount rate corresponding to the weighted average remaining life of the contract.

Strengths and Weaknesses of Model

The affiliated ceding companies’ credit derivative valuation model, like any financial model, has certain strengths and weaknesses.

The primary strengths of the CDS modeling techniques are:

•    The model takes into account the transaction structure and the key drivers of market value.
•    The model maximizes the use of market-driven inputs whenever they are available.
•    The model is a consistent approach to valuing positions.

The primary weaknesses of the CDS modeling techniques are:

•    There is no exit market or any actual exit transactions; therefore, the exit market is a hypothetical one based on the entry market.
•    There is a very limited market in which to validate the reasonableness of the fair values developed by the model.
•    The markets for the inputs to the model are highly illiquid, which impacts their reliability.
•    Due to the non-standard terms under which the affiliated ceding companies enter into derivative contracts, the fair value of the Company’s credit derivatives may not reflect the same prices observed in an actively traded market of credit derivatives that do not contain terms and conditions similar to those observed in the financial guaranty market.

53

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Amounts recorded at fair value in the Company’s financial statements are presented in the tables below.

Fair Value Hierarchy of Financial Instruments Carried at Fair Value
As of December 31, 2023
Fair Value Hierarchy
Level 1Level 2Level 3Total
(in thousands)
Assets:
Fixed-maturity securities, available-for-sale:
Obligations of state and political subdivisions$— $259,594 $— $259,594 
U.S. government and agencies— 22,071 — 22,071 
Corporate securities— 648,981 — 648,981 
Mortgage-backed securities:
RMBS— 144,789 3,043 147,832 
CMBS— 70,015 — 70,015 
Asset-backed securities— 10,734 36,410 47,144 
Non-U.S. government securities— 227 — 227 
Total fixed-maturity securities, available-for-sale— 1,156,411 39,453 1,195,864 
Short-term investments79,313 — — 79,313 
Credit derivative assets (1)
— — 2,261 2,261 
Total assets carried at fair value
$79,313 $1,156,411 $41,714 $1,277,438 
Liabilities:
Credit derivative liabilities (2)$— $— $12,862 $12,862 
Total liabilities carried at fair value
$— $— $12,862 $12,862 

Fair Value Hierarchy of Financial Instruments Carried at Fair Value
As of December 31, 2022
Fair Value Hierarchy
Level 1Level 2Level 3Total
(in thousands)
Assets:
Fixed-maturity securities, available-for-sale:
Obligations of state and political subdivisions$— $280,000 $— $280,000 
U.S. government and agencies— 25,490 — 25,490 
Corporate securities— 553,713 — 553,713 
Mortgage-backed securities:
RMBS— 133,462 3,014 136,476 
CMBS— 132,690 — 132,690 
Asset-backed securities— 9,667 25,335 35,002 
Non-U.S. government securities— 225 — 225 
Total fixed-maturity securities, available-for-sale— 1,135,247 28,349 1,163,596 
Short-term investments100,804 — — 100,804 
Credit derivative assets (1)
— — 125 125 
Total assets carried at fair value
$100,804 $1,135,247 $28,474 $1,264,525 
Liabilities:
Credit derivative liabilities (2)$— $— $29,780 $29,780 
Total liabilities carried at fair value
$— $— $29,780 $29,780 
____________________
(1)    Reported in “other assets”.
(2)    Reported in “other liabilities”.

54

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Changes in Level 3 Fair Value Measurements

The tables below present a roll forward of the Company’s Level 3 financial instruments carried at fair value on a recurring basis during the years ended December 31, 2023 and 2022.

Roll Forward of Level 3 Assets (Liabilities) at Fair Value on a Recurring Basis
Year Ended December 31, 2023

Fixed-Maturity Securities, Available-for-SaleCredit Derivative
Liability, net (2)
RMBSAsset-Backed Securities
(in thousands)
Fair value as of December 31, 2022$3,014 $25,335 $(29,655)
Total pre-tax realized and unrealized gains (losses) recorded in:
Net income (loss)193 (1)657 (1)20,362 (3)
Other comprehensive income (loss)13 (1,088)— 
Purchases— 13,878 — 
Issuances— — (583)
Settlements(177)(2,372)(725)
Fair value as of December 31, 2023$3,043 $36,410 $(10,601)
Change in unrealized gains (losses) related to financial instruments held as of December 31, 2023 included in:
Earnings$18,976 (3)
Other comprehensive income (OCI)$11 $(1,110)

Roll Forward of Level 3 Assets (Liabilities) at Fair Value on a Recurring Basis
Year Ended December 31, 2022

Fixed-Maturity Securities, Available-for-SaleCredit Derivative
Liability, net (2)
RMBSAsset-Backed Securities
(in thousands)
Fair value as of December 31, 2021$3,745 $26,662 $(28,610)
Total pre-tax realized and unrealized gains (losses) recorded in:
Net income (loss)58 (1)16 (1)(2,153)(3)
Other comprehensive income (loss)(601)(522)— 
Issuances— — (249)
Settlements(188)(821)1,357 
Fair value as of December 31, 2022$3,014 $25,335 $(29,655)
Change in unrealized gains (losses) related to financial instruments held as of December 31, 2022 included in:
Earnings$(2,094)(3)
OCI$(599)$(517)
 ____________________
(1)    Included in “net realized investment gains (losses)” and “net investment income”.
(2)    Represents the net position of credit derivatives. Credit derivative assets (reported in “other assets”) and credit derivative liabilities (reported in “other liabilities”) are shown gross in the consolidated balance sheets based on net exposure by transaction.
(3)    Reported in “fair value gains (losses) on credit derivatives”.

55

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Level 3 Fair Value Disclosures

Quantitative Information About Level 3 Fair Value Inputs
As of December 31, 2023
Financial Instrument Description (1)Fair Value Assets (Liabilities) (in thousands)Significant
Unobservable
Inputs
RangeWeighted Average as a Percentage of Current Par Outstanding
Fixed-maturity securities, available-for-sale:
RMBS
$3,043 CPR0.1 %-3.8%0.1%
CDR1.7 %-2.7%1.7%
Loss severity100.0%
Yield9.8 %-10.8%9.8%
Asset-backed securities (CLOs)
36,410 Discount margin1.1 %-9.5%4.5%
Credit derivative liabilities, net(10,601)Hedge cost (in basis points (bps))10.2 %-26.5%16.8%
Bank profit (in bps)129.1-302.6180.4
Internal floor (in bps)10.0
Internal credit ratingAAA-CCCA
____________________
(1)    Discounted cash flow is used as the primary valuation technique for all financial instruments listed in this table.

Quantitative Information About Level 3 Fair Value Inputs
As of December 31, 2022
Financial Instrument Description (1)Fair Value Assets (Liabilities) (in thousands)Significant
Unobservable
Inputs
RangeWeighted Average as a Percentage of Current Par Outstanding
Fixed-maturity securities, available-for-sale:
RMBS
$3,014 CPR7.0 %-10.6%7.0%
CDR1.6 %-3.2%1.6%
Loss severity100.0%
Yield9.4 %-9.9%9.9%
Asset-backed securities (CLOs)
25,335 Discount margin1.9 %-2.1%1.9%
Credit derivative liabilities, net(29,655)Hedge cost (in bps)11.5 %-25.2%15.8%
Bank profit (in bps)51.0-270.583.0
Internal credit ratingAAA-CCCAA
____________________
(1)    Discounted cash flow is used as the primary valuation technique for all financial instruments listed in this table.

    
Not Carried at Fair Value

Loan Receivable from Affiliate

    The fair value of the loan receivable from an affiliate is determined by calculating the effect of changes in yield adjusted for a credit factor at the end of each reporting period. The fair value measurement of the loan receivable was classified as Level 3.

    The carrying amount and estimated fair value of the Company’s financial instruments not carried at fair value are presented in the following table.

56

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Fair Value of Financial Instruments Not Carried at Fair Value
As of December 31, 2023As of December 31, 2022
Carrying
Amount
Estimated
Fair Value
Carrying
Amount
Estimated
Fair Value
(in thousands)
Assets (liabilities):
Loan receivable from affiliate$20,000 $20,681 $20,000 $19,814 
Other assets 12,729 12,729 10,523 10,523 
Other liabilities— — (307)(591)

9.    Income Taxes

Under Bermuda law, there was no Bermuda income, corporate or profits tax or withholding tax, capital gains tax or capital transfer tax payable by AG Re and AGRO in 2023.

AGOUS and its subsidiaries AGRO and AG Intermediary Inc. file a consolidated U.S. federal income tax return (AGOUS consolidated return group). In addition, AGRO, a Bermuda domiciled company, has elected under Section 953(d) of the U.S. Internal Revenue Code to be taxed as a U.S. domestic corporation. Each company of the AGOUS consolidated return group will pay or receive its proportionate share of taxable expense or benefit as if it filed on a separate return basis with current period credit for net losses to the extent used in consolidation.

On December 27, 2023 the Bermuda government enacted a corporate income tax at the rate of 15% which will apply for accounting periods starting on or after January 1, 2025. The enactment of the corporate income tax regime requires the Company to recognize Bermuda deferred taxes for the first time and is recognized in the period that includes the date of enactment. Effective at the beginning of 2025, the Company and its Bermuda subsidiary will be subject to a 15% corporate income tax.

Accounting Policy

The provision for income taxes consists of an amount for taxes currently payable and an amount for deferred taxes. Deferred income taxes are provided for temporary differences between the financial statement carrying amounts and tax bases of assets and liabilities, using enacted rates in effect for the year in which the differences are expected to reverse. A valuation allowance is recorded to reduce the deferred tax asset to an amount that is more likely than not to be realized.

The Company recognizes tax benefits only if a tax position is “more likely than not” to prevail.

Current tax assets and liabilities are reported in “other assets” or “other liabilities” on the consolidated balance sheets.

Tax Assets (Liabilities)

Deferred and Current Tax Assets (Liabilities)
As of December 31,
20232022
(in thousands)
Net deferred tax assets (liabilities)$193,012 $5,811 
Net current tax assets (liabilities)(426)(144)

57

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Components of Net Deferred Tax Assets (Liabilities)
As of December 31,
20232022
(in thousands)
Deferred tax assets:
Intangible assets$148,856 $— 
Value of in-force business45,222 — 
Net unrealized investment losses— 6,732 
Loss and LAE reserve460 638 
Other423 25 
Total deferred tax assets194,961 7,395 
Deferred tax liabilities:
Net unrealized investment gains426 — 
Deferred acquisition costs 467 312 
Investments880 972 
Other176 300 
Total deferred tax liabilities1,949 1,584 
Net deferred tax assets (liabilities)$193,012 $5,811 

The new Bermuda corporate income tax allows an economic transition adjustment (ETA) equal to the difference between the fair market value (which consists of the intangible assets and the value of in-force business) and the carrying value of assets and liabilities of the Company and its Bermuda insurance subsidiary as of September 30, 2023. The value of the in-force business shown above approximates the tax effected fair market value of the insurance policies in-force as of September 30, 2023. The ETA resulted in the establishment of a deferred tax asset and corresponding benefit of $188.8 million reported in the fourth quarter of 2023 consolidated statement of operations. The ETA is expected to be utilized over 10 to 15 years, beginning in 2025.

Changes in market conditions during 2023, including rising interest rates, resulted in the recording of deferred tax assets related to net unrealized tax capital losses. When assessing recoverability of these deferred tax assets, the Company considers the ability and intent to hold the underlying securities to recovery in value, if necessary. As of December 31, 2023, the Company concluded that the deferred tax assets related to the unrealized tax capital losses on the available-for-sale securities portfolios are, more likely than not, expected to be realized.

Provision for Income Taxes

The components of the provision (benefit) for income taxes were as follows:

Current and Deferred Provision (Benefit) for Income Taxes 
Year Ended December 31,
20232022
(dollars in thousands)
Current provision (benefit) for income taxes:
U.S. federal$4,183 $2,563 
U.S. state and local(62)357 
Total current$4,121 $2,920 
Deferred provision (benefit) for income taxes:
U.S. federal$(281)$(569)
Bermuda(188,788)— 
Total deferred $(189,069)$(569)
Total provision (benefit) for income taxes$(184,948)$2,351 
    
58

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
The effective tax rates reflect the proportion of income recognized by AG Re and its subsidiaries, with its U.S. subsidiary and its Bermuda subsidiary subject to U.S. tax by election, taxed at the U.S. marginal corporate income tax rate of 21% in 2023 and 2022.

A reconciliation of the difference between the provision for income taxes and the expected tax provision at statutory rates in taxable jurisdictions is presented below.

Effective Tax Rate Reconciliation
Year Ended December 31,
20232022
(dollars in thousands)
Expected tax provision (benefit)$4,142 $2,349 
Tax-exempt interest(206)(452)
State taxes(49)282 
Return to provision adjustment(58)(128)
Bermuda ETA(188,788)— 
Other11 300 
Total provision (benefit) for income taxes$(184,948)$2,351 
Effective tax rate(187.7)%4.3 %

The expected tax provision (benefit) is calculated as the sum of pre-tax income in each jurisdiction multiplied by the statutory tax rate of the jurisdiction by which it will be taxed. Where there is a pre-tax loss in one jurisdiction and pre-tax income in another, the total combined expected tax rate may be higher or lower than any of the individual statutory rates.

The following tables present pre-tax income and revenue by jurisdiction.
Pre-tax Income (Loss) by Tax Jurisdiction (1)
Year Ended December 31,
20232022
(in thousands)
U.S.$19,722 $11,185 
Bermuda78,817 42,951 
Total$98,539 $54,136 

Revenue by Tax Jurisdiction (1)
Year Ended December 31,
20232022
(in thousands)
U.S.$27,168 $17,152 
Bermuda164,928 82,539 
Total$192,096 $99,691 
_____________________
(1)    In the above tables, pre-tax income and revenues of the Company's subsidiaries which are not U.S. domiciled but are subject to U.S. tax by election are included in the U.S. amounts.

Pre-tax income by jurisdiction may be disproportionate to revenue by jurisdiction to the extent that insurance losses incurred are disproportionate.

Audits

    As of December 31, 2023, AGOUS had open tax years with the U.S. Internal Revenue Service (IRS) for 2019 forward and is not currently under audit with the U.S. IRS.

59

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
10.     Insurance Company Regulatory Requirements

    The following table summarizes the equity and net income amounts reported to the Bermuda Monetary Authority (the Authority) for AG Re and AGRO.

Insurance Regulatory Amounts Reported
Policyholders’ SurplusNet Income (Loss)
As of December 31,Year Ended December 31,
2023202220232022
(in thousands)
AG Re$905,423 $837,425 $94,700 $51,785 
AGRO412,353 390,214 15,897 9,458 

Basis of Regulatory Financial Reporting

    The Company's ability to pay dividends depends, among other things, upon its financial condition, results of operations, cash requirements, compliance with rating agency requirements, and is also subject to restrictions contained in the insurance laws and related regulations of its country of domicile, Bermuda. Financial statements prepared in accordance with accounting practices prescribed or permitted by Bermuda insurance regulatory authorities differ from GAAP primarily due to the non-admission of certain assets in AG Re’s and AGRO’s statutory statements, that are admissible assets under GAAP.

Dividend Restrictions and Capital Requirements

    For AG Re, any distribution (including repurchase of shares) of any share capital, contributed surplus or other statutory capital that would reduce its total statutory capital by 15% or more of its total statutory capital as set out in its previous year’s financial statements requires the prior approval of the Authority. Separately, dividends are paid out of an insurer’s statutory surplus and cannot exceed that surplus. Furthermore, annual dividends cannot exceed 25% of total statutory capital and surplus as set out in its previous year’s financial statements, which is $226.4 million, without AG Re certifying to the Authority that it will continue to meet required margins. Based on the foregoing limitations, in 2024 AG Re has the capacity to (i) make capital distributions in an aggregate amount up to $128.7 million without the prior approval of the Authority and (ii) declare and pay dividends in an aggregate amount up to approximately $226.4 million as of December 31, 2023. Such dividend capacity is further limited by (i) the actual amount of AG Re’s unencumbered assets, which amount changes from time to time due in part to collateral posting requirements and which was approximately $138.1 million as of December 31, 2023, and (ii) the amount of statutory surplus, which as of December 31, 2023 was $47.4 million.
    
    For AGRO, annual dividends cannot exceed $103.1 million, without AGRO certifying to the Authority that it will continue to meet required margins. Based on the foregoing limitations, in 2024 AGRO has the capacity to (i) make capital distributions in an aggregate amount up to $20.5 million without the prior approval of the Authority and (ii) declare and pay dividends in an aggregate amount up to approximately $103.1 million as of December 31, 2023. Such dividend capacity is further limited by (i) the actual amount of AGRO’s unencumbered assets, which amount changes from time to time due in part to collateral posting requirements and which was approximately $383.0 million as of December 31, 2023, and (ii) the amount of statutory surplus, which as of December 31, 2023 was $275.4 million.

Dividends Paid
Year Ended December 31,
20232022
(in thousands)
Dividends paid by AG Re to AGL$53,400 $— 
Dividends paid by AGRO to AG Re800 — 

Under the Insurance Act 1978, AG Re and AGRO must each ensure that the value of its general business statutory assets exceeds the amount of its general business statutory liabilities by an amount greater than the prescribed minimum solvency margin and each company's applicable enhanced capital requirement. The minimum solvency margin for Class 3A and Class 3B insurers is the greater of (i) $1 million, or (ii) 20% of the first $6 million of net premiums written; if in excess of $6 million, the figure is $1.2 million plus 15% of net premiums written in excess of $6 million, or (iii) 15% of net discounted
60

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
aggregate loss and loss expense provisions and other insurance reserves, or (iv) 25% of that insurer's applicable enhanced capital requirement reported at the end of its relevant year.

In addition, as a Class C long-term insurer, AGRO is required, with respect to its long-term business, to maintain a minimum solvency margin equal to the greater of (i) $500,000, (ii) 1.5% of its assets or (iii) 25% its enhanced capital requirement reported at the end of the relevant year. For the purpose of this calculation, assets are defined as the total assets pertaining to its long-term business reported on the balance sheet in the relevant year less the amounts held in a segregated account. AGRO is also required to keep its accounts in respect of its long-term business separate from any accounts kept in respect of any other business and all receipts of its long-term business form part of its long-term business fund.

Each of AG Re and AGRO is required to maintain available statutory capital and surplus at a level equal to or in excess of its applicable enhanced capital requirement, which is established by reference to either its Bermuda Solvency Capital Requirement model or an approved internal capital model.

11.    Related Party Transactions

Accounting Policy

The Company follows ASC 850, “Related Party Transactions,” for the identification and disclosure of related party transactions. Pursuant to ASC 850, related parties include: (i) the Company’s affiliates; (ii) entities for which investments in their equity securities would be required, absent the election of the FVO to be accounted for by the equity method; (iii) trusts for the benefit of employees, such as pension and profit sharing trusts that are managed by or under the trusteeship of management; (iv) the Company’s principal owners; (v) the Company’s management; (vi) other parties with which the Company may deal if one party controls or can significantly influence the management or operating policies of the other to an extent that one of the transacting parties might be prevented from fully pursuing its own separate interests; and (vii) other parties that can significantly influence the management or operating policies of the transacting parties or that have an ownership interest in one of the transacting parties and can significantly influence the other to an extent that one or more of the transacting parties might be prevented from fully pursuing its own separate interests.

Related party amounts and transactions disclosed in this note include transactions with “Related Persons” as defined in Item 404 of Securities and Exchange Commission’s Regulation S-K as well as “related parties” as defined in ASC 850.

The Company participates in AGL’s long term incentive plans. AGL follows the fair value recognition provisions for share based compensation expense. The Company is allocated its proportionate share of all compensation expense based on time studies conducted annually, in accordance with the Amended and Restated Service Agreement (the Group Service Agreement).

Expense Sharing Agreements

The Company’s affiliate, AG US Group Services Inc. (AG Services), a Delaware corporation, acts as the payroll company and employer for U.S. personnel, and the central, dedicated service provider within the Assured Guaranty group. The Company is a party to service agreements with AG Services pursuant to which AG Services makes available to the Company certain services, including actuarial, surveillance, marketing, claims handling, legal, information technologies, human resources, accounting, tax, financial reporting and investment planning services. Expenses under these agreements are allocated directly where appropriate and, where not appropriate, based upon an allocation of employee time and corresponding office overhead. The agreements also provide for quarterly settlements and an express right of offset with regard to amounts owing between parties under the particular agreement and other agreements between such parties. Employees of AG Services that are performing administrative services for the Company are not empowered to make underwriting or other decisions on behalf of the Company or to bind the Company in any way.

AG Re allocates a portion of the rent to its parent company, AGL.

61

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
The following table summarizes the allocated expenses from affiliated companies under the expense sharing agreements.

Expenses Allocated From Affiliated Companies
Year Ended December 31,
20232022
(in thousands)
Affiliated companies:
AG Services$9,456 $9,338 
AGL1,300 1,489 
Total$10,756 $10,827 

The following table summarizes the amounts due to (from) affiliated companies.

Amounts Due To (From) Affiliated Companies
As of December 31,
20232022
(in thousands)
Affiliated companies
AG Services$6,219 $6,234 
AGL2,016 1,818 
AGM197 185 
AGC121 49 
Assured Investment Management LLC— 
Total$8,553 $8,289 


Loan Receivable from Affiliate

Accounting Policy

The loan receivable from affiliate is recorded at its current principal amount. There was no discount or premium at the time of issuance of the loan.

Loan to Assured Guaranty US Holdings Inc.

On May 30, 2012, Assured Guaranty US Holding (AGUS), a subsidiary of AGL, borrowed $90.0 million from AGRO in order to fund a portion of the price of purchasing from Radian Asset Assurance Inc., Municipal Assurance Corp., an affiliate which was merged with AGM on April 1, 2021. In June 2023, the parties amended the loan agreement by: (i) allowing additional funds to be borrowed during 2023 in an aggregate amount not to exceed $150 million, (ii) extending the maturity date of the loan to December 31, 2028, and (iii) changing the interest rate to a fixed rate of 5.00% per annum from a rate of six-month London Interbank Offered Rate plus 3.00% per annum. During 2023 and 2022, AGUS paid only interest and did not borrow any additional amounts or repay any principal. As of December 31, 2023, $20.0 million remained outstanding. The Company recognized $1.3 million of interest income in 2023 and $0.9 million in 2022.

Reinsurance Agreements

The Company assumes a proportionate share of new business from AGM and AGC under a whole account quota share reinsurance agreement effective October 1, 2010 and January 1, 2007, amended as of October 1, 2010, respectively. The proportionate share cessions to AG Re range from 15% to 40%. The Company also assumes under other reinsurance agreements business written by affiliated entities prior to the effective dates of aforementioned whole account quota share reinsurance agreements. See below for material related party reinsurance balances.

62

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
The following table summarizes the affiliated components of each balance sheet item, where applicable.

As of December 31,
20232022
AGCAGM (1)AGCAGM (1)
(in thousands)
Assets:
Premium receivable, net of commissions payable$127,242 $143,182 $102,618 $122,916 
DAC61,188 181,436 53,509 178,421 
Salvage and subrogation recoverable9,939 36,042 8,685 19,987 
Assumed funds held from affiliates56,335 18,302 45,384 19,968 
Receivable from ceding companies— 4,849 22,934 41,676 
Liabilities:
Unearned premium reserve212,538 575,136 185,670 566,923 
Loss and LAE reserve158,447 26,967 158,570 22,759 
Other liabilities
Reinsurance balances payable, net1,142 1,013 3,428 33,916 
Net credit derivative liabilities9,985 489 28,770 708 
Profit commissions payable— 540 — 797 
_____________________
(1)    AGM includes AGM and its consolidated subsidiaries.

The following table summarizes the affiliated components of each statement of operations item, where applicable.

Year Ended December 31,
20232022
AGCAGM (1)AGCAGM (1)
(in thousands)
Revenues:
Net earned premiums$24,194 $49,276 $19,372 $57,652 
Fair value gains (losses) on credit derivatives18,718 219 (1,859)(488)
Foreign exchange gains (losses) on remeasurement (2)965 5,789 (2,539)(10,377)
Change in assumed funds held with affiliates13,787 7,258 (4,045)(13,279)
Other income (loss) (3)707 2,206 407 3,506 
Expenses:
Loss and LAE25,308 26,036 1,583 13,554 
Amortization of DAC6,930 15,471 5,580 18,091 
Profit commissions (4)— 540 — 797 
_____________________
(1)    AGM includes AGM and its consolidated subsidiaries
(2)    Relates to foreign exchange gains (losses) on remeasurement of premiums receivable.
(3)    Consists of certain loss mitigation recoveries and commutation gains (losses).
(4)    Reported in other operating expenses.

Guaranty

    AG Re unconditionally and irrevocably guarantees the due, complete and punctual payment of all obligations and liabilities of AGRO (the Guaranteed Obligations). The holders of the Guaranteed Obligations are made third-party beneficiaries and may directly claim upon and enforce the obligations of AG Re under such guaranty as provided therein. AGRO has not made any demand to AG Re under this guaranty.

63

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Investment Management Expenses

A portion of the Company's invested assets is managed by investment managers, including Wellington Management Company, LLP (together with its affiliates, Wellington), which is a related party to AGL. The investment management expenses from transactions with these related parties for both the years ended December 31, 2023 and 2022 were approximately $0.6 million.


12.    Commitments and Contingencies

Legal Proceedings

Lawsuits arise in the ordinary course of the Company’s business. It is the opinion of the Company’s management, based upon the information available, that the expected outcome of litigation against the Company and affiliated ceding companies, individually or in the aggregate, will not have a material adverse effect on the Company’s financial position or liquidity, although an adverse resolution of litigation against the Company or an affiliated ceding company in a fiscal quarter or year could have a material adverse effect on the Company’s results of operations or liquidity in a particular quarter or year.

    In addition, in the ordinary course of their respective businesses, the Company's affiliated ceding companies are involved in litigation with third parties to recover losses paid in prior periods or prevent or reduce losses in the future. For example, the affiliated ceding companies are involved in a number of legal actions in the Federal District Court of Puerto Rico to enforce or defend their rights with respect to the obligations they insure of Puerto Rico and various of their related authorities and public corporations. See “Exposure to Puerto Rico” section of Note 2, Outstanding Exposure, for a description of such actions. The impact, if any, of these and other proceedings on the amount of recoveries the affiliated ceding companies, and hence the Company on the relevant assumed exposures, receive and losses they pay in the future is uncertain, and the impact of any one or more of these proceedings during any quarter or year could be material to the Company’s results of operations in that particular quarter or year. In the first quarter of 2023, the Company reduced its previously recorded accrual of $3.0 million to zero in connection with developments in litigation.

The Company's affiliated ceding companies also receive subpoenas and interrogatories from regulators from time to time.

The Company includes in these notes descriptions of litigation against its affiliated ceding companies, and recovery litigation by its affiliated ceding companies, related to business the Company reinsures from such affiliated ceding companies. In the event of an adverse outcome in a litigation against an affiliated ceding company, or a recovery by an affiliated ceding company, the Company would be responsible only for the portion of damages, or would receive only the portion of recoveries, corresponding to the proportion it reinsures.

Accounting Policy
    
    The Company establishes accruals for litigation and regulatory matters to the extent it is probable that a loss has been incurred and the amount of that loss can be reasonably estimated. Additionally, it discloses such amounts if material to the financial position of the Company. For litigation and regulatory matters where a loss may be reasonably possible, but not probable, or is probable but not reasonably estimable, no accrual is established, but if the matter is material, it is disclosed, including matters discussed below. The Company reviews relevant information with respect to its litigation and regulatory matters on a quarterly basis and updates its accruals, disclosures and estimates of reasonably possible loss based on such reviews.

Litigation     

    On November 28, 2011, Lehman Brothers International (Europe) (in administration) (LBIE) sued AG Financial Products Inc. (AGFP), an affiliate of AGC which in the past had provided credit protection to counterparties under CDS. AGC acts as the credit support provider of AGFP under these CDS, and the Company assumes 15% of AGC’s exposure. LBIE’s complaint, which was filed in the Supreme Court of the State of New York (the Court), asserted a claim for breach of the implied covenant of good faith and fair dealing based on AGFP’s termination in December 2008 of nine credit derivative transactions between LBIE and AGFP and asserted claims for breach of contract and breach of the implied covenant of good faith and fair dealing based on AGFP’s termination in July 2009 of 28 other credit derivative transactions between LBIE and AGFP and AGFP’s calculation of the termination payment in connection with those 28 other credit derivative transactions.
64

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
Following defaults by LBIE, AGFP had terminated the transactions in question in compliance with the agreement between AGFP and LBIE, and properly calculated that LBIE owes AGFP approximately $4 million for the claims which were dismissed (as described below) and approximately $21 million in connection with the termination of the other credit derivative transactions, whereas LBIE asserted in the complaint that AGFP owes LBIE a termination payment of approximately $1.4 billion. On March 15, 2013, the Court granted AGFP’s motion to dismiss in respect of the count relating to the nine credit derivative transactions and narrowed LBIE’s claim with respect to the 28 other credit derivative transactions. Following a bench trial, on March 8, 2023, the Court rendered its decision and found in favor of AGFP. On June 30, 2023, the clerk entered judgment in favor of AGFP in the amount of approximately $54 million plus post-judgment simple interest at an annual rate of 8%. On July 1, 2023, AGFP moved the Court to award it approximately $58 million for attorneys’ fees and expenses AGFP incurred through March 2023. The parties reached a confidential settlement with respect to this motion for attorneys’ fees, and AGFP withdrew the motion without prejudice on October 30, 2023. On September 22, 2023, LBIE appealed the Court’s post-trial decision to the New York Appellate Division’s First Judicial Department (Appellate Division). On March 14, 2024, the Appellate Division affirmed the Court’s judgment. On April 15, 2024, LBIE moved for leave to reargue its appeal before the Appellate Division or, alternatively, to appeal to the New York Court of Appeals. The Company did not accrue in its financial statements for the judgment it was awarded or the attorneys’ fees it sought.

13.    Other Comprehensive Income

The following tables present the changes in each component of AOCI and the effect of reclassifications out of AOCI into the respective lines in the consolidated statements of operations.
 
Changes in Accumulated Other Comprehensive Income (Loss) by Component
Year Ended December 31, 2023

Net Unrealized Gains (Losses) on Investments with:
 No Credit ImpairmentCredit ImpairmentTotal AOCI
(in thousands)
Balance, December 31, 2022$(77,003)$(4,369)$(81,372)
Other comprehensive income (loss) before reclassifications25,968 (1,127)24,841 
Less: Amounts reclassified from AOCI to:
Net realized investment gains (losses)(1,667)(383)(2,050)
Tax (provision) benefit186 64 250 
Total amount reclassified from AOCI, net of tax(1,481)(319)(1,800)
Other comprehensive income (loss)27,449 (808)26,641 
Balance, December 31, 2023$(49,554)$(5,177)$(54,731)

Changes in Accumulated Other Comprehensive Income (Loss) by Component
Year Ended December 31, 2022

Net Unrealized Gains (Losses) on Investments with:
 No Credit ImpairmentCredit ImpairmentTotal AOCI
(in thousands)
Balance, December 31, 2021$77,456 $(10)$77,446 
Other comprehensive income (loss) before reclassifications(154,797)(4,876)(159,673)
Less: Amounts reclassified from AOCI to:
Net realized investment gains (losses)(371)(635)(1,006)
Tax (provision) benefit33 118 151 
Total amount reclassified from AOCI, net of tax(338)(517)(855)
Other comprehensive income (loss)(154,459)(4,359)(158,818)
Balance, December 31, 2022$(77,003)$(4,369)$(81,372)


65

Assured Guaranty Re Ltd.
Notes to Consolidated Financial Statements, Continued
14.    Subsequent Events

    Subsequent events have been considered and disclosed if material through April 18, 2024, the date on which these financial statements were issued.


66
EX-99.2 3 gaapagro4q2023fs.htm AGRO FINANCIAL STATEMENTS Document

Exhibit 99.2





Assured Guaranty Re Overseas Ltd.

(a wholly-owned subsidiary of Assured Guaranty Re Ltd.)

Consolidated Financial Statements

December 31, 2023 and 2022







Assured Guaranty Re Overseas Ltd.

Index to Consolidated Financial Statements

December 31, 2023 and 2022





Report of Independent Auditors

To the Board of Directors of Assured Guaranty Re Overseas Ltd.

Opinion

We have audited the accompanying consolidated financial statements of Assured Guaranty Re Overseas Ltd. and its subsidiary (the “Company”), which comprise the consolidated balance sheets as of December 31, 2023 and 2022, and the related consolidated statements of operations, of comprehensive income (loss), of shareholder’s equity and of cash flows for the years then ended, including the related notes (collectively referred to as the “consolidated financial statements”).

In our opinion, the accompanying consolidated financial statements present fairly, in all material respects, the financial position of the Company as of December 31, 2023 and 2022, and the results of its operations and its cash flows for the years then ended in accordance with accounting principles generally accepted in the United States of America.

Basis for Opinion

We conducted our audit in accordance with auditing standards generally accepted in the United States of America (US GAAS). Our responsibilities under those standards are further described in the Auditors’ Responsibilities for the Audit of the Consolidated Financial Statements section of our report. We are required to be independent of the Company and to meet our other ethical responsibilities, in accordance with the relevant ethical requirements relating to our audit. We believe that the audit evidence we have obtained is sufficient and appropriate to provide a basis for our audit opinion.

Responsibilities of Management for the Consolidated Financial Statements

Management is responsible for the preparation and fair presentation of the consolidated financial statements in accordance with accounting principles generally accepted in the United States of America, and for the design, implementation, and maintenance of internal control relevant to the preparation and fair presentation of consolidated financial statements that are free from material misstatement, whether due to fraud or error.

In preparing the consolidated financial statements, management is required to evaluate whether there are conditions or events, considered in the aggregate, that raise substantial doubt about the Company’s ability to continue as a going concern for one year after the date the consolidated financial statements are available to be issued.

Auditors’ Responsibilities for the Audit of the Consolidated Financial Statements

Our objectives are to obtain reasonable assurance about whether the consolidated financial statements as a whole are free from material misstatement, whether due to fraud or error, and to issue an auditors’ report that includes our opinion. Reasonable assurance is a high level of assurance but is not absolute assurance and therefore is not a guarantee that an audit conducted in accordance with US GAAS will always detect a material misstatement when it exists. The risk of not detecting a material misstatement resulting from fraud is higher than for one resulting from error, as fraud may involve collusion, forgery, intentional omissions, misrepresentations, or the override of internal control. Misstatements are considered material if there is a substantial likelihood that, individually or in the aggregate, they would influence the judgment made by a reasonable user based on the consolidated financial statements.

In performing an audit in accordance with US GAAS, we:

Exercise professional judgment and maintain professional skepticism throughout the audit.
Identify and assess the risks of material misstatement of the consolidated financial statements, whether due to fraud or error, and design and perform audit procedures responsive to those risks. Such procedures include examining, on a test basis, evidence regarding the amounts and disclosures in the consolidated financial statements.
Obtain an understanding of internal control relevant to the audit in order to design audit procedures that are appropriate in the circumstances, but not for the purpose of expressing an opinion on the effectiveness of the Company's internal control. Accordingly, no such opinion is expressed.
Evaluate the appropriateness of accounting policies used and the reasonableness of significant accounting estimates made by management, as well as evaluate the overall presentation of the consolidated financial statements.
Conclude whether, in our judgment, there are conditions or events, considered in the aggregate, that raise substantial doubt about the Company’s ability to continue as a going concern for a reasonable period of time.

We are required to communicate with those charged with governance regarding, among other matters, the planned scope and timing of the audit, significant audit findings, and certain internal control-related matters that we identified during the audit.

/s/ PricewaterhouseCoopers LLP

New York, New York
April 18, 2024
1


Assured Guaranty Re Overseas Ltd.

Consolidated Balance Sheets

(dollars in thousands except par value and share amounts)
As of December 31,
20232022
Assets
Investments, at fair value:
Fixed-maturity securities, available-for-sale, net of allowance for credit loss of $865 and $562 (amortized cost of $370,778 and $403,961)$346,745 $371,341 
Short-term investments36,261 2,411 
Equity method investment3,496 — 
Total investments386,502 373,752 
Cash
9,605 2,325 
Loan receivable from affiliate
20,000 20,000 
Premiums receivable14,836 746 
Deferred acquisition costs
1,482 2,484 
Ceded unearned premium reserve
20,960 7,475 
Deferred tax asset, net23,025 5,811 
Guaranty fee receivable 52,145 7,104 
Other assets (includes $2,156 and $0, at fair value)8,152 6,529 
Total assets
$536,707 $426,226 
Liabilities
Unearned premium reserve
$29,033 $16,961 
Loss and loss adjustment expense reserve4,681 6,109 
Reinsurance balances payable, net13,834 115 
Guaranty liability50,927 7,411 
Other liabilities (includes $2,226 and $69, at fair value)7,057 5,376 
Total liabilities
105,532 35,972 
Commitments and contingencies (Note 13)
Shareholder’s equity
Common stock ($1.00 par value, 1,000,000 shares authorized, issued and outstanding in 2023 and 2022)1,000 1,000 
Additional paid-in capital
135,964 135,964 
Retained earnings
312,513 278,616 
Accumulated other comprehensive income (loss), net of tax provision (benefit) of $(4,865),and $(6,732)(18,302)(25,326)
Total shareholder’s equity
431,175 390,254 
Total liabilities and shareholder’s equity
$536,707 $426,226 
The accompanying notes are an integral part of these consolidated financial statements.


2


Assured Guaranty Re Overseas Ltd.

Consolidated Statements of Operations

(in thousands)
Year Ended December 31,
20232022
Revenues
Net earned premiums$4,296 $3,916 
Net investment income18,043 14,111 
Net realized investment gains (losses)(1,190)(720)
Fair value gains (losses) on credit derivatives1,374 180 
Foreign exchange gains (losses) on remeasurement1,343 (624)
Guaranty fees earned3,300 289 
Other income (loss)— 
Total revenues
27,168 17,152 
Expenses
Loss and loss adjustment expenses (benefit)(1,047)(793)
Amortization of deferred acquisition costs195 343 
Employee compensation and benefit expenses5,840 4,441 
Other operating expenses2,393 1,920 
Total expenses
7,381 5,911 
Income (loss) before income taxes
19,787 11,241 
Provision (benefit) for income taxes
Current4,171 2,352 
Deferred(19,081)(569)
Total provision (benefit) for income taxes
(14,910)1,783 
Net income (loss)
$34,697 $9,458 

The accompanying notes are an integral part of these consolidated financial statements.

3


Assured Guaranty Re Overseas Ltd.

Consolidated Statements of Comprehensive Income (Loss)

(in thousands)
Year Ended December 31,
20232022
Net income (loss)
$34,697 $9,458 
Change in net unrealized gains (losses) on:
Investments with no credit impairment, net of tax provision (benefit) of $1,633 and $(10,832)6,143 (40,748)
Investments with credit impairment, net of tax provision (benefit) of $234 and $(880) 881 (3,310)
Other comprehensive income (loss)7,024 (44,058)
Comprehensive income (loss)
$41,721 $(34,600)

The accompanying notes are an integral part of these consolidated financial statements.

4


Assured Guaranty Re Overseas Ltd.

Consolidated Statements of Shareholder’s Equity

Years Ended December 31, 2023 and 2022

(in thousands)
Common
Stock
Additional
Paid-in
Capital
Retained
Earnings
Accumulated
Other
Comprehensive
Income (Loss)
Total
Shareholder’s
Equity
As of December 31, 2021$1,000 $135,964 $269,158 $18,732 $424,854 
Net income— — 9,458 — 9,458 
Other comprehensive loss— — — (44,058)(44,058)
As of December 31, 20221,000 135,964 278,616 (25,326)390,254 
Net income— — 34,697 — 34,697 
Dividends— — (800)— (800)
Other comprehensive income— — — 7,024 7,024 
As of December 31, 2023$1,000 $135,964 $312,513 $(18,302)$431,175 

The accompanying notes are an integral part of these consolidated financial statements.

5


Assured Guaranty Re Overseas Ltd.

Consolidated Statements of Cash Flows

(in thousands)
Year Ended December 31,
20232022
Cash flows from operating activities:
Net income (loss)$34,697 $9,458 
Adjustments to reconcile net income to net cash flows provided by operating activities:
Net amortization of premium (discount) on investments(478)1,375 
Provision (benefit) for deferred income taxes(19,081)(569)
Net realized investment (gains) losses1,190 720 
Change in ceded unearned premium reserve(13,485)1,569 
Change in unearned premium reserve12,072 (3,132)
Change in loss and loss adjustment expense reserve and salvage and subrogation recoverable, net(1,038)(797)
Change in deferred acquisition costs1,002 (882)
Change in guaranty fee receivable and guaranty liability, net(1,525)307 
Other(785)966 
Net cash flows provided by (used in) operating activities
12,569 9,015 
Cash flows from investing activities:
Fixed-maturity securities, available-for-sale:
Purchases(63,305)(48,721)
Sales66,428 18,720 
Maturities29,651 15,419 
Net sales (purchases) of short-term investments with original maturities of less than three months(33,851)7,416 
Purchase of equity method investments(3,496)— 
Other— (3)
Net cash flows provided by (used in) investing activities
(4,573)(7,169)
Cash flows from financing activities:
Dividends paid(800)— 
Net cash flows provided by (used in) financing activities
(800) 
Effect of foreign exchange rate changes84 (28)
Increase (decrease) in cash 7,280 1,818 
Cash at beginning of period 2,325 507 
Cash at end of period
$9,605 $2,325 
Supplemental cash flow information
Income taxes paid (received)$3,829 $2,369 

The accompanying notes are an integral part of these consolidated financial statements.

6

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements

1.    Business and Basis of Presentation

Business

    Assured Guaranty Re Overseas Ltd. (AGRO or, together with its subsidiary, the Company) is a wholly-owned subsidiary of Assured Guaranty Overseas US Holdings Inc. (AGOUS), a Delaware corporation, which is a wholly-owned subsidiary of Assured Guaranty Re Ltd. (AG Re), a Bermuda domiciled company. AG Re is a direct subsidiary of Assured Guaranty Ltd. (AGL and, together with its subsidiaries, Assured Guaranty), also a Bermuda domiciled company. AGL provides, through its operating subsidiaries, credit protection products to the United States (U.S.) and non-U.S. public finance (including infrastructure) and structured finance markets. Assured Guaranty also participates in the asset management business.

    AGRO was incorporated with limited liability under the Bermuda Companies Act 1981 and is licensed as a Class 3A Insurer and a Class C Long-Term Insurer under the Insurance Act 1978, and amendments thereto and related regulations. AGRO owns AG Intermediary Inc., a New York company. AGRO maintains certified reinsurer status by the Missouri Department of Insurance.

    AGRO guarantees specialty business on various lines of structured finance business that have similar risk profiles to those of the structured finance financial guaranty transactions insured by its affiliates and previously reinsured by it, as well as reinsurance on public finance financial guaranty business. Specialty business includes, for example, excess-of-loss guaranties of a minimum amount of billed rent from a diversified portfolio of real estate properties, insurance securitizations and residual value insurance (RVI) transactions. Insurance securitizations include life insurance transactions that provide U.S. life insurers and reinsurers capital relief from the excess statutory reserves they are required to hold by U.S. state regulators over what the respective life insurers and reinsurers believe are necessary for level premium term insurance securitization policies. RVI policies guarantee that a specific, properly maintained asset will have a specified value at a specified future date. 

    The Company has a portfolio of financial guaranty reinsurance under quota share treaties. Financial guaranty insurance policies provide an unconditional and irrevocable guaranty that protects the holder of a financial obligation against non-payment of scheduled principal and interest (debt service) when due. Upon an obligor’s default on scheduled principal or interest payments due on the obligation, the primary insurer is required under the financial guaranty policy to pay the principal or interest shortfall. Under a reinsurance agreement, the reinsurer, in consideration of a premium paid to it, agrees to indemnify another insurer, called the ceding company, for part or all of the liability of the ceding company under one or more insurance policies that the ceding company has issued. While the Company has not provided new financial guaranty reinsurance in the recent past, it may do so again in the future.
    
Basis of Presentation

The consolidated financial statements have been prepared in conformity with accounting principles generally accepted in the United States of America (GAAP). In management’s opinion, all material adjustments necessary for a fair statement of the financial condition, results of operations and cash flows of the Company are reflected in the periods presented and are of a normal recurring nature. The preparation of financial statements in conformity with GAAP requires management to make estimates and assumptions that affect the reported amounts of assets and liabilities and disclosure of contingent assets and liabilities as of the date of the financial statements and the reported amounts of revenues and expenses during the reporting period. Actual results could differ from those estimates.

The consolidated financial statements include the accounts of AGRO and its subsidiary. Intercompany accounts and transactions between and among AGRO and its subsidiary have been eliminated. Certain prior year balances have been reclassified to conform to the current year’s presentation.

Significant Accounting Policies

The Company revalues foreign currency denominated assets, liabilities, revenue and expenses into U.S. dollars using applicable exchange rates prescribed by GAAP. Gains and losses relating to translating transactions in foreign denominations are reported in the consolidated statements of operations.
    
7

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
    Other accounting policies are included in the following notes to the consolidated financial statements.

Accounting Policies
Note NameNote Number
Premium revenue recognitionNote 3
Loss and loss adjustment expense Note 4
Policy acquisition costsNote 5
ReinsuranceNote 6
GuarantyNote 7
Investments and cashNote 8
Fair value measurementNote 9
Income taxesNote 10
Related party transactionsNote 12
Commitments and contingenciesNote 13

Recent Accounting Standards Adopted

Targeted Improvements to the Accounting for Long-Duration Contracts

    In August 2018, the Financial Accounting Standards Board (FASB) issued Accounting Standards Update (ASU) 2018-12, Financial Services - Insurance (Topic 944): Targeted Improvements to the Accounting for Long-Duration Contracts. The Company’s adoption of this ASU on January 1, 2023 did not have any effect on the Company’s consolidated financial statements.

Recent Accounting Standards Not Yet Adopted

In December 2023, the FASB issued ASU 2023-09, Income Taxes (Topic 740): Improvements to Income Tax Disclosures. The amendments require enhanced annual disclosures regarding the rate reconciliation and income taxes paid. This ASU is effective for fiscal years beginning after December 15, 2024. The Company will apply the amendments in this ASU prospectively to all annual periods beginning after December 15, 2024. The Company is evaluating the effect that the adoption of this ASU may have on its disclosures.

2.    Outstanding Exposure

    The Company’s outstanding exposure consists of direct and assumed reinsurance of specialty business (e.g. excess-of-loss guaranties of a minimum amount of billed rent from a diversified portfolio of real estate properties, insurance securitizations and RVI) and financial guaranty. Approximately 46% and 75% of its gross outstanding exposure was assumed exposure as of December 31, 2023 and December 31, 2022, respectively. The Company’s specialty business not executed in financial guaranty form have risk profiles similar to those of its structured finance exposures written in financial guaranty form.

Specialty Business

Insurance Securitizations

    Insurance securitizations include life insurance transactions that provide U.S. life insurers and reinsurers capital relief from the excess statutory reserves they are required to hold by U.S. state regulators over what the respective life insurers and reinsurers believe are necessary for level premium term life insurance policies. The Company underwrites insurance securitization transactions by evaluating the amount and type of assets supporting the excess statutory reserves for a pool of insurance securitization policies. The Company would be required to pay reinsurance claims if mortality rates in the insured pool significantly exceeded currently expected mortality rates and if the assets supporting the excess statutory reserves to cover such an increase in mortality rates were exhausted. 

    The Company has executed insurance securitizations in both specialty insurance and reinsurance form and financial guaranty form (such transactions executed in financial guaranty form are included in the structured finance financial guaranty insurance exposure totals in this note).

8

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
RVI

    RVI policies guarantee that a specific, properly maintained asset will have a specified value at a specified future date, or strike date.  The Company seeks to limit its exposure to losses by underwriting aviation assets that it views as investment grade at inception, diversifying its insured portfolio across aircraft types and policy strike dates. This approach is designed to reduce the Company’s exposure to the severe devaluation of a specific aircraft type or a temporary disruption in the overall aviation market.  The RVI policy amount is set at or below a stressed forecasted value for the asset, so that the asset value would need to be below the stressed forecasted amount on the strike date for payment to be due under the RVI policy, with the loss under the RVI policy being the difference between the RVI amount and the amount recovered on the asset. Payment under the policy is contingent upon several factors, including, but not limited to, the asset being delivered to an agreed upon location in a satisfactory condition and without any liens, with deductions being made for any required repairs or improvements. The Company may choose to obtain additional reinsurance for its aircraft RVI reinsurance portfolio in the future in order to manage the size of the total portfolio and the exposure to specific aircraft types.     The Company's RVI transactions were executed in specialty insurance and reinsurance form.

Other Guaranties

Other guaranties in specialty business include an excess-of-loss guaranty of a minimum amount of billed rent on a diversified portfolio of real estate properties with an internal rating of AA that matures in 2042. The Company’s maximum potential exposure under this guaranty, which is accounted for in accordance with Accounting Standards Codification (ASC) 460, Guarantees, was $1,569.40 million as of December 31, 2023. See Note 7, Guaranty, for additional information.

Financial Guaranty
    
    The Company measures its financial guaranty exposure in terms of (i) gross and net par outstanding and (ii) gross and net debt service.
    
    In its financial guaranty reinsurance business, the Company typically reinsures the ceding companies’ guaranties of the payment of debt service when due. Since most of these payments are due in the future, the Company generally uses gross and net par outstanding as a proxy for its financial guaranty exposure. Gross par outstanding generally represents the principal amount of the insured obligation at a point in time. Net par outstanding equals gross par outstanding net of any reinsurance. The Company includes in its par outstanding calculation the impact of any consumer price index inflator to the reporting date as well as, in the case of accreting (zero-coupon) obligations, accretion to the reporting date. Non-U.S. dollar denominated par outstanding is translated at the spot rate at the end of the reporting period.
    
    Gross debt service outstanding represents the sum of all estimated future debt service payments on the insured obligations, on an undiscounted basis. Net debt service outstanding equals gross debt service outstanding net of any reinsurance. Future debt service payments include the estimated impact of any consumer price index inflator after the reporting date, as well as, in the case of accreting (zero-coupon) obligations, accretion after the reporting date. The Company insures obligations supported by non-homogeneous pools of assets.

    The Company calculates its debt service outstanding as the total estimated contractual future debt service due through maturity, regardless of whether the obligations may be called and regardless of whether, in the case of obligations where principal payments are due when an underlying asset makes a principal payment, the Company believes the obligations will be repaid prior to contractual maturity.

     The calculation of debt service requires the use of estimates, which the Company updates periodically, including updated interest rates for variable rate insured obligations and other assumptions based on the characteristics of each insured obligation. Debt service is a measure of the estimated maximum potential exposure to insured obligations before considering the Company’s various legal rights to the underlying collateral and other remedies available to it under its financial guaranty contract.

    Actual debt service may differ from estimated debt service due to refundings, terminations, negotiated restructurings, prepayments, changes in interest rates on variable rate insured obligations and other factors.

    The Company seeks to limit its exposure to losses by underwriting obligations that it views to be investment grade at inception, diversifying its insured portfolio across sector and geography and, in the structured finance portfolio, generally requires subordination or collateral to protect it from loss. Reinsurance may be used in order to reduce net exposure to certain
9

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
insured transactions. While the Company has not provided new financial guaranty reinsurance in the recent past, it may do so again in the future.

Public finance obligations covered by financial guaranty insurance assumed by the Company primarily consist of general obligation bonds supported by the taxing powers of U.S. state or municipal governmental authorities, as well as tax-supported bonds, revenue bonds and other obligations supported by covenants from state or municipal governmental authorities or other municipal obligors to impose and collect fees and charges for public services or specific infrastructure projects. The Company includes within public finance obligations those obligations backed by the cash flow from leases or other revenues from projects serving substantial public purposes, including utilities, toll roads, healthcare facilities and government office buildings.

Structured finance obligations covered by financial guaranty insurance assumed by the Company are generally issued by special purpose entities and backed by pools of assets having an ascertainable cash flow or market value or other specialized financial obligations.

Significant Risk Management Activities

The Portfolio Risk Management Committee of the Company’s indirect parent, AGL, is responsible for enterprise risk management for Assured Guaranty’s insurance business and focuses on measuring and managing credit, market and liquidity risk for Assured Guaranty’s insurance business. This committee establishes Assured Guaranty-wide credit policy for Assured Guaranty’s direct and assumed insured business. It implements specific underwriting procedures and limits for Assured Guaranty and allocates underwriting capacity among AGL’s insurance subsidiaries, including the Company. All transactions in new asset classes or new jurisdictions, or outside AGL’s Board-approved risk appetite statement or risk limits, must be approved by this committee.

Separate from AGL’s Portfolio Risk Management Committee, the Company has its own risk management, credit and reserve committees. The Company’s risk management committee conducts an in-depth review of the Company’s insured portfolio, focusing on varying portions of the portfolio at regular, periodic meetings. The Company’s risk management committee reviews and may revise internal ratings assigned to the insured transactions and reviews sector reports, monthly product line surveillance reports and compliance reports.

All transactions in the Company’s insured portfolio are assigned internal credit ratings by the relevant Company underwriting committee at the transaction’s inception, which credit ratings are updated by the risk management committee based on changes in transaction credit quality. The Company’s reserve committee reviews the reserve methodology for each major asset class or significant below-investment-grade (BIG) transaction, as well as loss projection scenarios and the probability weights assigned to those scenarios. The reserve committee also establishes reserves for AGRO, taking into consideration the supporting information provided by surveillance personnel and subject to approval by the board of directors. As part of the surveillance process, the Company monitors trends and changes in transaction credit quality and recommends such remedial actions as may be necessary or appropriate; however, most loss mitigation occurs at the Company's ceding companies, which are primarily liable for the Company's assumed obligations. The Company’s ceding companies, including the Company’s affiliates Assured Guaranty Municipal Corp. (AGM) and Assured Guaranty Corp. (AGC), also develop strategies to enforce their contractual rights and remedies and to mitigate their losses, engage in negotiations with transaction participants and, when necessary, manage any litigation proceedings. The Company generally assumes its proportionate share of any net benefits realized by the ceding company for loss mitigation strategies.

Surveillance Categories
 
The Company segregates its insured portfolio into investment grade and BIG surveillance categories to facilitate the appropriate allocation of resources to monitoring and loss mitigation efforts and to aid in establishing the appropriate cycle for periodic review of each exposure. BIG exposures include all exposures with internal credit ratings below BBB-.

The Company’s internal credit ratings are based on internal assessments of the likelihood of default and loss severity in the event of default. Internal credit ratings are expressed on a ratings scale similar to that used by the rating agencies and generally reflect an approach similar to that employed by the rating agencies, except that the Company’s internal credit ratings focus on future performance, rather than lifetime performance.
The Company monitors its insured portfolio and refreshes its internal credit ratings on individual exposures in quarterly, semi-annual or annual cycles based on the Company’s view of the exposure’s credit quality, loss potential, volatility
10

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
and sector. Ratings on exposures in sectors identified as under the most stress or with the most potential volatility are reviewed every quarter, although the Company may also review a rating in response to developments impacting a credit when a ratings review is not scheduled. For assumed exposures, the Company may use the ceding company’s credit ratings of transactions where it is impractical for it to assign its own rating.

Exposures identified as BIG are subjected to further review to determine the probability of a loss. See Note 4, Losses. Surveillance personnel then assign each BIG transaction to one of the three BIG surveillance categories described below based upon whether a future loss is expected and whether a claim has been paid. The Company uses pre-tax investment portfolio book yields to calculate the present value of projected payments and recoveries and determine whether a future loss is expected in order to assign the appropriate BIG surveillance category to a transaction. For financial statement measurement purposes, the Company uses risk-free rates, which are determined each quarter, to calculate the expected loss.

More extensive monitoring and intervention are employed for all BIG surveillance categories, with internal credit ratings reviewed quarterly. For purposes of determining the appropriate surveillance category, the Company expects “future losses” on a transaction when the Company believes there is at least a 50% chance that, on a present value basis, it will in the future pay claims on that transaction that will not be fully reimbursed. The three BIG surveillance categories are:

•    BIG Category 1: Below-investment-grade transactions showing sufficient deterioration to make future losses possible, but for which none are currently expected.

•    BIG Category 2: Below-investment-grade transactions for which future losses are expected but for which no claims (other than liquidity claims, which are claims that the Company expects to be reimbursed within one year) have yet been paid.

•    BIG Category 3: Below-investment-grade transactions for which future losses are expected and on which claims (other than liquidity claims) have been paid.

Gross and Net Exposure
As of December 31, 2023As of December 31, 2022
SectorGrossNetGrossNet
(in thousands)
Insurance securitizations$1,370,393 $1,043,418 $1,313,795 $986,204 
RVI355,101 200,048 355,101 200,048 
Other guaranties2,056,997 2,056,997 228,302 228,302 
Financial guaranty U.S. public finance59,620 59,620 71,855 71,855 
Financial guaranty non-U.S. public finance89,892 89,892 167,730 167,730 
Financial guaranty U.S. structured finance300,000 — — — 
Total exposure$4,232,003 $3,449,975 $2,136,783 $1,654,139 

Net Exposure (1) by Internal Rating
As of December 31, 2023
Insurance securitizationsRVIOther GuarantiesFinancial GuarantyTotal
Rating CategoryNet Exposure%Net Exposure%Net Exposure%Net Exposure%Net Exposure%
(dollars in thousands)
AAA
$— — %$— — %$— — %$— — %$— — %
AA
1,043,418 100.0 — — 1,569,397 76.3 5,871 3.9 2,618,686 75.9 
A
— — — — 487,600 23.7 5,529 3.7 493,129 14.3 
BBB
— — 116,197 58.1 — — 138,109 92.4 254,306 7.4 
BIG (2)— — 83,851 41.9 — — — 83,854 2.4 
Total net exposure$1,043,418 100.0 %$200,048 100.0 %$2,056,997 100.0 %$149,512 100.0 %$3,449,975 100.0 %

11

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Net Exposure (1) by Internal Rating
As of December 31, 2022
Insurance securitizationsRVIOther GuarantiesFinancial GuarantyTotal
Rating CategoryNet Exposure%Net Exposure%Net Exposure%Net Exposure%Net Exposure%
(dollars in thousands)
AAA
$— — %$— — %$— — %$— — %$— — %
AA
986,204 100.0 — — 228,302 100.0 8,314 3.5 1,222,820 73.9 
A
— — — — — — 8,067 3.4 8,067 0.5 
BBB
— — 116,197 58.1 — — 223,199 93.1 339,396 20.5 
BIG (2)— — 83,851 41.9 — — — 83,856 5.1 
Total net exposure$986,204 100.0 %$200,048 100.0 %$228,302 100.0 %$239,585 100.0 %$1,654,139 100.0 %
____________________
(1)    Exposure for insurance securitizations, RVI transactions, other guaranties, and par outstanding for financial guaranty contracts are shown net of any reinsurance ceded.
(2)    As of both December 31, 2023 and December 31, 2022, BIG exposure related to six risks. As of both December 31, 2023 and December 31, 2022, gross RVI BIG exposure was $143.85 million. A risk represents the aggregate of the insurance policies that share the same revenue source for purposes of making debt service payments.

Exposure, Net of Reinsurance
by Sector
As of December 31,
Sector20232022
(in thousands)
Specialty business
Insurance securitizations (1)$1,043,418 $986,204 
RVI200,048 200,048 
Other guaranties2,056,997 228,302 
Total specialty business
$3,300,463 $1,414,554 
Financial guaranty
U.S. public finance:
General obligation$52,029 $62,600 
Transportation4,216 4,789 
Municipal utilities2,704 3,703 
Tax-backed671 763 
U.S. public finance59,620 71,855 
Non-U.S. public finance:
Regulated utilities89,892 167,730 
Non-U.S. public finance89,892 167,730 
Total financial guaranty$149,512 $239,585 
Total net exposure$3,449,975 $1,654,139 
____________________
(1)    The insurance securitizations net exposure is projected to reach $1.2 billion in 2026.
    
    Actual amortization differs from expected maturities because borrowers may have the right to call or prepay certain obligations, terminations and because of management’s assumptions on structured finance amortization. The expected maturities of structured finance obligations are, in general, shorter than the contractual maturities for such obligations.

12

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Expected Amortization of Net Exposure
As of December 31, 2023
 Insurance securitizations (1)RVIOther GuarantiesFinancial Guaranty Total
 (in thousands)
0 to 5 years$(116,801)$118,649 $866,407 $26,274 $894,529 
5 to 10 years292,437 81,399 401,823 103,781 879,440 
10 to 15 years867,782 — 427,133 15,228 1,310,143 
15 to 20 years— — 361,634 4,229 365,863 
Total net exposure$1,043,418 $200,048 $2,056,997 $149,512 $3,449,975 
____________________
(1)    The insurance securitizations net exposure is expected to continue to increase over the next three years.

Additional Information Regarding the Financial Guaranty Portfolio

Financial Guaranty Portfolio
Debt Service Outstanding
As of December 31, 2023As of December 31, 2022
SectorGrossNetGrossNet
(in thousands)
U.S. public finance$83,300 $83,300 $102,284 $102,284 
Non-U.S. public finance89,892 89,892 167,730 167,730 
U.S. structured Finance300,000 — — — 
Total financial guaranty portfolio$473,192 $173,192 $270,014 $270,014 

3.    Premiums

Accounting Policies

Insurance Securitizations and RVI (Specialty Insurance and Reinsurance)

For insurance securitizations, the unearned premium reserve is equal to the amount of contractual premiums currently due. The Company then recognizes that insurance securitization unearned premium reserve when premiums are due. For RVI transactions, the amount of unearned premium reserve at contract inception is equal to the cash premiums received upfront. The Company then recognizes that RVI unearned premium reserve as earned premium over the remaining contract period in proportion to the amount of insurance protection provided. For insurance securitization and reinsurance, premiums receivable consist of the amount of contractual premiums currently due.

Financial Guaranty Insurance

Financial guaranty contracts that meet the scope exception under derivative accounting guidance are subject to industry specific guidance for financial guaranty insurance. The accounting for contracts that fall under the financial guaranty insurance definition is consistent whether contracts are written on a direct basis, assumed from another financial guarantor under a reinsurance treaty or ceded to another insurer under a reinsurance treaty.

Premiums receivable represent the present value of contractual or expected future premium collections discounted using risk free rates. Unearned premium reserve represents deferred premium revenue that has not yet been recognized in the statement of operations.

The amount of deferred premium revenue at contract inception is determined as follows:

For premiums received upfront on financial guaranty insurance contracts, deferred premium revenue is equal to the amount of cash received. Upfront premiums typically relate to public finance transactions.

For premiums received in installments on financial guaranty insurance contracts, deferred premium revenue is the present value (discounted at risk free rates) of contractual premiums due. Installment premiums typically relate to
13

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
structured finance transactions, where the insurance premium rate is determined at the inception of the contract but the insured par is subject to prepayment throughout the life of the transaction.

    Premiums receivable are discounted at the risk-free rate at inception.

The Company recognizes deferred premium revenue as earned premium over the contractual period or expected period of the contract in proportion to the amount of insurance protection provided. As premium revenue is recognized, a corresponding decrease to the deferred premium revenue is recorded. The amount of insurance protection provided is a function of the insured par amount outstanding. Accordingly, the proportionate share of premium revenue recognized in a given reporting period is a constant rate calculated based on the relationship between the insured par amounts outstanding in the reporting period compared with the sum of each of the insured par amounts outstanding for all periods. When an insured financial obligation is retired before its maturity, the financial guaranty insurance contract is extinguished, and any nonrefundable deferred premium revenue related to that contract is accelerated and recognized as premium revenue. The Company assesses the need for an allowance for credit loss on premiums receivables each reporting period.

Reinsurance

    For assumed reinsurance contracts, net earned premiums reported in the consolidated statements of operations are calculated based upon data received from ceding companies; however, some ceding companies report premium data between 30 and 90 days after the end of the reporting period. The Company estimates net earned premiums for the lag period. Differences between such estimates and actual amounts are recorded in the period in which the actual amounts are determined. When installment premiums are related to assumed reinsurance contracts, the Company assesses the credit quality and available liquidity of the ceding companies and the impact of any potential regulatory constraints to determine the collectability of such amounts. The accounting model used for premium and loss recognition is based on the underlying contracts of the ceding company as described below.

    Ceded unearned premium reserve is recorded as an asset. Direct, assumed and ceded earned premiums are presented together as net earned premiums in the statement of operations. See Note 6, Reinsurance, for a breakout of direct, assumed and ceded premiums.

Insurance Contracts’ Premium Information

Net Earned Premiums
Year Ended December 31,
20232022
(in thousands)
Insurance securitizations$2,424 $2,297 
RVI
1,867 1,508 
Financial guaranty insurance:
Scheduled net earned premiums109 
Accelerations from refundings
Financial guaranty insurance 111 
Net earned premiums$4,296 $3,916 


14

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Components of
Unearned Premium Reserve

 As of December 31, 2023As of December 31, 2022
 GrossCededNetGrossCededNet
 (in thousands)
Insurance securitizations and RVI$13,867 $5,803 $8,064 $16,948 $7,475 $9,473 
Financial guaranty:
Deferred premium revenue15,167 15,157 10 16 — 16 
Contra-paid (1)(1)— (1)(3)— (3)
Unearned premium reserve15,166 15,157 13 — 13 
Total$29,033 $20,960 $8,073 $16,961 $7,475 $9,486 
 ____________________
(1)    Contra-paid reflects claim payments that are recorded when there is no loss and loss adjustment expense (LAE) reserve on a contract.

Gross Premium Receivable, Net of Commissions on Assumed Business
Roll Forward
Year Ended December 31,
20232022
(in thousands)
Beginning of year$746 $707 
Less: Specialty insurance premium receivable746 707 
Financial guaranty insurance premiums receivable— — 
Gross premiums written, net of commissions13,672 — 
Adjustments:
Accretion of discount, net of commissions on assumed business
42 — 
Financial guaranty insurance premium receivable13,714 — 
Specialty insurance premium receivable1,122 746 
December 31,$14,836 $746 

As of December 31, 2023, there are no gross premiums receivable denominated in currencies other than the U.S. dollar. Approximately 11% of gross premiums receivable as of December 31, 2022 are denominated in currencies other than the U.S. dollar.

The timing and cumulative amount of actual collections and net earned premiums may differ from those of expected collections and of expected net earned premiums in the table below due to factors such as counterparty collectability issues, accelerations, commutations, changes in expected lives and new business.

15

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Financial Guaranty Insurance
Expected Future Premium Earnings (1)
As of December 31, 2023
Future Gross Premiums to be Collected (1)Future Premiums to be Earned (2)
(in thousands)
2024 (January 1 – March 31)$936 $— 
2024 (April 1 – June 30)449 
2024 (July 1 – September 30)449 — 
2024 (October 1 – December 31)439 
Subtotal 20242,273 
20251,779 
20261,779 
20271,784 
20281,779 
2029-20336,688 
Total$16,082 10 
Future accretion— 
Total future net earned premiums$10 
____________________
(1)    Net of assumed commissions payable.
(2)     Net of reinsurance.

Selected Information for Financial Guaranty Insurance Policies with Premiums Paid in Installments
As of December 31,
2023
(dollars in thousands)
Premiums receivable, net of commissions payable$13,714
Deferred premium revenue15,157
Weighted‑average risk-free rate used to discount premiums4.0%
Weighted‑average period of premiums receivable (in years)4.4

4.    Losses
    
Accounting Policies

Loss and LAE reserve reported on the balance sheet relates only to direct and assumed reinsurance contracts. The corresponding reserve ceded to reinsurers is reported as “reinsurance recoverable on unpaid losses” and reported in “other assets.”

Under financial guaranty insurance accounting, the sum of unearned premium reserve and loss and LAE reserve represents the Company’s stand-ready obligation. At contract inception, the entire stand-ready obligation is represented entirely by unearned premium reserve. A loss and LAE reserve for a financial guaranty insurance contract is recorded only to the extent, and for the amount, that expected loss to be paid exceeds the deferred premium revenue on a contract by contract basis. As a result, the Company has expected loss to be paid on financial guaranty contracts that has not yet been expensed. Such amounts will be recognized in future periods as deferred premium revenue amortizes into income.

    For specialty insurance and reinsurance, unearned premium reserve is not considered in the reported loss and LAE reserves on the consolidated balance sheet. Loss and LAE reserves for specialty insurance and reinsurance consist of the estimates of unpaid reported losses and estimates for incurred but not reported losses. The reserve for unpaid reported losses, established by management based on reports from ceding companies, represents the estimated ultimate cost of events or conditions that have been reported to or specifically identified by the Company.  Such reserves may be supplemented, as necessary, by management’s estimates of other losses.  These estimates are reviewed regularly and, as experience develops and
16

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
new information becomes known, the reserves are adjusted as necessary. Such adjustments, if any, are reflected in the statement of operations in the period in which they are determined.

When the Company becomes entitled to the cash flow from the underlying collateral of an insured exposure under salvage and subrogation rights as a result of a claim payment or estimated future claim payment, it reduces the expected loss to be paid on the contract. Such reduction in expected loss to be paid can result in a reduction in the corresponding loss and LAE reserve with a benefit to the income statement or the recording of a salvage asset with a benefit to the income statement if the transaction is in a net recovery position at the reporting date.

Expected Loss to be Expensed For Financial Guaranty Insurance

    Expected loss to be expensed represents past or expected future financial guaranty insurance net claim payments that have not yet been expensed. Expected loss to be expensed is the Company’s projection of incurred losses that will be recognized in future periods, excluding accretion of discount.

Expected Loss to be Paid (Recovered)

    Net expected loss to be paid (recovered) is equal to the present value of expected future cash outflows for loss and LAE payments, net of (i) inflows for expected salvage, subrogation and other recoveries, and (ii) excess spread on underlying collateral, as applicable. Cash flows are discounted at current risk-free rates. The Company updates the discount rates each quarter and reflects the effect of such changes in economic loss development.

Expected cash outflows and inflows are probability weighted cash flows that reflect management’s assumptions about the likelihood of all possible outcomes based on all information available to the Company. Those assumptions consider the relevant facts and circumstances and are consistent with the information tracked and monitored through the Company’s surveillance and risk-management functions. Expected loss to be paid (recovered) is important in that it represents the present value of amounts that the Company expects to pay or recover in future periods for all contracts.

    Economic loss development represents the change in net expected loss to be paid (recovered) attributable to the effects of changes in the economic performance of insured transactions, changes in assumptions based on observed market trends, changes in discount rates, accretion of discount and the economic effects of loss mitigation efforts.

In order to effectively evaluate and manage the economics and liquidity of the entire insured portfolio, management assigns ratings and calculates expected loss to be paid (recovered), on a contract-by-contract basis, in the same manner for all its exposures regardless of form or differing accounting models.

Loss Estimation Process

    The Company’s loss reserve committee estimates expected loss to be paid (recovered) for all contracts by reviewing analyses that consider various scenarios with corresponding probabilities assigned to them. Depending upon the characteristics of the risk, the Company’s view of the potential size of any loss and the information available to the Company, that analysis may be based upon individually developed cash flow models, internal credit rating assessments, sector-driven loss severity assumptions and/or judgmental assessments. In the case of its assumed business, the Company may conduct its own analysis as just described or, depending on the Company’s view of the potential size of any loss and the information available to the Company, the Company may use loss estimates provided by ceding insurers. Each quarter, the Company’s loss reserve committee reviews and refreshes its loss projection assumptions, scenarios and the probabilities it assigns to those scenarios based on actual developments during the period and its view of future performance.

    The exposures reinsured or insured by the Company may cover an extended period of time, in some cases over 30 years, and in most circumstances the Company has no right to cancel such reinsurance or insurance. As a result, the Company's estimate of ultimate loss on a policy is subject to significant uncertainty over the life of the reinsurance contract. Credit performance can be adversely affected by economic, fiscal and financial market variability, and the market for assets (for RVI transactions) over the life of most contracts.

    The Company does not use traditional actuarial approaches to determine its estimates of expected losses. The determination of expected loss to be paid (recovered) is an inherently subjective process involving numerous estimates, assumptions and judgments by management, using both internal and external data sources with regard to frequency, and severity of loss, economic projections, governmental actions, legal developments, negotiations, recovery rates, delinquency and
17

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
prepayment rates, timing of cash flows, and other factors that affect credit performance. These estimates, assumptions and judgments, and the factors on which they are based, may change materially over a reporting period, and have a material effect on the Company’s financial statements. Each quarter, the Company may revise its scenarios and update its assumptions including the probability weightings of its scenarios based on public as well as nonpublic information obtained through its surveillance and loss mitigation activities.

    Changes in the Company’s loss estimates for structured finance transactions generally will be influenced by factors impacting the performance of the assets supporting those transactions.

Net economic loss development (benefit) over a reporting period may be attributable to a number of interrelated factors such as changes in discount rates, improvement or deterioration of transaction performance, changes in charge-offs, loss mitigation activity, changes to projected default curves, changes in severity rates, and outcome of disputed issues. Actual losses will ultimately depend on future events, transaction performance or other factors that are difficult to predict. As a result, the Company’s current projections of losses may be subject to considerable volatility and may not reflect the Company’s ultimate claims paid.

    The following table presents a roll forward of net expected loss to be paid (recovered) for all contracts. The net expected loss to be paid (recovered) included in the table has been discounted by the Company using the appropriate risk-free rates for U.S. dollar denominated obligations, that ranged from 3.79% to 5.40% with a weighted average of 4.66% as of December 31, 2023 and 3.82% to 4.69% with a weighted average of 4.23% as of December 31, 2022.

Net Expected Loss to be Paid (Recovered)
Roll Forward (1)
Year Ended December 31,
20232022
 (in thousands)
Net expected loss to be paid (recovered), beginning of period (2)$4,019 $4,812 
Economic loss development (benefit) due to:
Accretion of discount170 40 
Changes in discount rates(338)
Changes in timing and assumptions(1,221)(495)
Total economic loss development (benefit)(1,047)(793)
Net (paid) recovered losses (3)10 — 
Net expected loss to be paid (recovered), end of period (1)$2,982 $4,019 
___________________
(1)    See below for additional information on the roll forward of specialty insurance and reinsurance reserves and losses and LAE and reinsurance recoverable.
(2)    There was no expected LAE to be paid as of December 31, 2023 and December 31, 2022.
(3)     Includes LAE paid of zero and zero for the years ended December 31, 2023 and 2022, respectively.

    The Company had BIG exposure of $83.85 million and $83.86 million as of December 31, 2023 and December 31, 2022, respectively, substantially all of which is RVI. Expected loss to be paid was $2.98 million and $4.02 million as of December 31, 2023 and December 31, 2022, respectively, and was primarily attributable to certain aircraft RVI exposures.

18

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Insurance Contracts’ Loss Information

    The following table provides a reconciliation of the beginning and ending balances of specialty insurance and reinsurance reserves for losses and LAE and reinsurance recoverable. Losses incurred and paid are presented on a net basis.

Rollforward of Specialty Insurance and Reinsurance
Reserves for Losses and LAE
Year Ended December 31,
20232022
(in thousands)
Balance as of January 1$6,109 $7,117 
Less: Reinsurance recoverable2,090 2,305 
Net loss and LAE reserve balance as of January 14,019 4,812 
Less: Salvage and subrogation recoverable, net of reinsurance as of January 1— — 
Net loss reserves (salvage) balance as of January 14,019 4,812 
Incurred losses and LAE related to:
Current year— — 
Prior years (1,047)(793)
Total incurred losses and LAE(1,047)(793)
Loss and LAE and salvage (paid) recovered related to:
Current year— — 
Prior years— — 
Total loss and LAE and salvage (paid) recovered— — 
Salvage and subrogation recovered10 — 
Net loss reserves (salvage) balance as of December 312,982 4,019 
Plus: Salvage and subrogation recoverable, net of reinsurance148 — 
Plus: Reinsurance recoverable (1)1,551 2,090 
Balance as of December 31$4,681 $6,109 
____________________
(1)    Reported in “other assets” on the consolidated balance sheets.

The net loss reserve for specialty insurance and reinsurance as of both December 31, 2023 and 2022 relates to RVI. In addition, the loss and LAE for specialty insurance and reinsurance is primarily related to RVI. The following tables present the loss and LAE and the paid loss and LAE, net of reinsurance for RVI.

Incurred Claims and Allocated Adjustment Expenses, Net of Reinsurance

Years Ended December 31,
Accident Year 2020
(Unaudited)
2021
(Unaudited)
2022
(Unaudited)
2023
(in thousands)
2020$2,548 $3,335 $2,749 $2,408 
20212,932 2,725 2,019 
2022— — 
2023— 
Total$4,427 

19

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Cumulative Paid Claims and Allocated Claim Adjustment Expenses, Net of Reinsurance

Years Ended December 31,
Accident Year 2020
(Unaudited)
2021
(Unaudited)
2022
(Unaudited)
2023
(in thousands)
2020$7,933 $1,455 $1,455 $1,445 
2021— — — 
2022— — 
2023— 
Total$1,445 
Loss reserve, net of reinsurance$2,982 

    The loss and LAE (benefit) for the years ended December 31, 2023 and 2022 were $(1.0) million.and $(0.8) million, respectively, and related to RVI.

5.     Policy Acquisition Costs

Accounting Policy

    Deferred acquisition costs (DAC) reported on the consolidated balance sheet represent the unamortized portion of (i) policy acquisition costs that are directly related and essential to the successful acquisition of an insurance contract and (ii) ceding commission income and expense. Deferred policy acquisition costs include the cost of underwriting personnel attributable to successful underwriting efforts. The Company conducts an annual time study, which requires the use of judgment, to estimate the amount of costs to be deferred.

DAC is generally amortized in proportion to net earned premiums. Amortization of deferred policy acquisition costs includes the accretion of discount on ceding commission receivable and payable. When an insured obligation is retired early, the remaining related DAC is expensed at that time.

Costs incurred for soliciting potential customers, market research, training, administration, unsuccessful acquisition efforts, and product development as well as overhead costs are charged to expense as incurred.

    Expected losses and LAE, investment income, and the remaining costs of servicing the insured or reinsured business, are considered in determining the recoverability of DAC.

Policy Acquisition Costs

Roll Forward of Deferred Acquisition Costs
Year Ended December 31,
20232022
(in thousands)
Beginning of year$2,484 $1,602 
Deferrals(807)1,225 
Amortization(195)(343)
December 31,$1,482 $2,484 

6.     Reinsurance
    
    The Company assumes exposure (Assumed Business) and cedes portions of exposure it has insured or assumed (Ceded Business) in exchange for premiums, net of any ceding commissions. The Company historically entered into, and with respect to new business continues to enter into, ceded reinsurance contracts in order to reduce the Company's net potential loss on ceded business to levels within the Company's risk tolerance.

20

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Accounting Policy

For business assumed and ceded, the accounting model used is the same model as would be used if the Company wrote the underlying contract directly instead of assuming it (see Note 3, Premiums, and Note 4, Losses).

Financial Guaranty Business

    The Company assumes financial guaranty business from affiliated companies and third-party insurers, primarily other monoline financial guaranty companies that currently are in runoff and no longer actively writing new business. Under these relationships, the Company assumes a portion of the ceding company’s insured risk in exchange for a portion of the ceding company's premium for the insured risk (typically, net of a ceding commission). The Company, if required, secures its reinsurance obligations to its affiliated and non-affiliated ceding companies, typically by depositing in trust assets with a market value equal to its assumed liabilities calculated on a statutory basis of accounting.

    The Company’s facultative and treaty assumed agreements are generally subject to termination at the option of the ceding company: (i) if the Company fails to meet certain financial and regulatory criteria; (ii) if the Company fails to maintain a specified minimum financial strength rating; or (iii) upon certain changes of control of the Company.
 
Upon termination due to one of the above events, the Company typically would be required to return to the ceding company unearned premiums (net of ceding commissions) and loss reserves, calculated on a U.S. statutory basis, attributable to the Assumed Business, after which the Company would be released from liability with respect to such business.

Effect of Reinsurance

The following table presents the components of premiums and losses reported in the consolidated statements of operations attributable to the Assumed and Ceded Businesses (both financial guaranty and specialty). See Note 12, Related Party Transactions, for balances with affiliates.

Components of Premiums Written, Premiums Earned and Loss and LAE (Benefit)
Year Ended December 31,
20232022
(in thousands)
Premiums Written:
Assumed$18,544 $2,803 
Ceded (15,662)(450)
Net
$2,882 $2,353 
Premiums Earned:
Direct$1,642 $1,327 
Assumed4,878 4,609 
Ceded(2,224)(2,020)
Net
$4,296 $3,916 
Loss and LAE (benefit):
Direct$(1,245)$(364)
Assumed(341)(630)
Ceded539 201 
Net
$(1,047)$(793)


21

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Exposubire to Non-Affiliated Reinsurers (1)
As of December 31,
 20232022
 (in thousands)
Ceded premium payable, net of commissions$13,833 $114 
Ceded expected loss to be recovered1,550 2,146 
Ceded unearned premium reserve20,960 7,475 
Financial guaranty ceded par outstanding (2)300,000 — 
Specialty ceded exposure (see Note 2)
482,028 482,644 
____________________
(1)    The total collateral posted by third-party reinsurers was $5.47 million as of December 31, 2023. There was no collateral posted by third-party reinsurers as of December 31, 2022. See Note 12, Related Party Transactions, for information on affiliated reinsurers.
(2)    All ceded par was rated investment grade as of December 31, 2023.

7.     Guaranty

Accounting Policy

    As described in Note 2, Outstanding Exposure, the Company guarantees a minimum amount of billed rent from a diversified portfolio of real estate properties. The Company accounts for the guarantee in accordance with ASC 460, Guarantees.

At inception, the Company records a noncontingent guaranty liability, which pertains to the Company’s obligation to stand ready to perform over the term of the guaranty. The noncontingent guaranty liability is recognized at inception at fair value using the guaranty fee receivable by the Company as a practical expedient. The noncontingent guaranty liability is amortized over the term of the guaranty. The Company’s contingent guaranty liability is estimated to be zero at the inception of the guaranty and will only be accrued at a future date to the extent that an estimated loss becomes probable and estimable.

Guaranty Fee Receivable, Guaranty Liability and Guaranty Fees Earned

The guaranty fee receivable and noncontingent guaranty liability are reported on the consolidated balance sheets and the guaranty fees earned are reported on the consolidated statements of operations.

8.    Investments and Cash

Accounting Policy

All fixed-maturity securities are reported on a trade date basis, measured at fair value and classified as available-for-sale. Unrealized gains and losses on available-for-sale fixed-maturity securities are reported in accumulated other comprehensive income (AOCI). Realized gains and losses on sales of available-for-sale fixed-maturity debt securities and credit losses are reported as a component of net income.

Short-term investments, which are investments with a maturity of less than one year at the time of purchase, are carried at fair value and include amounts deposited in certain money market funds.

The equity method investment consists of an investment in a fund managed by an affiliate, Sound Point Capital Management, LP and certain of its investment management affiliates (Sound Point). The Company reports its interest in the earnings of equity method investments in “equity in earnings (losses) of investees” in the consolidated statement of operations. Equity method investment is reported on a one-quarter lag.

Cash consists of cash on hand and demand deposits.

Net investment income includes the income earned on fixed-maturity securities, short-term investments and loan receivable from affiliate, including amortization of premiums and accretion of discounts. For mortgage-backed securities and any other securities for which there is prepayment risk, prepayment assumptions are evaluated quarterly and revised as necessary. For securities other than purchased credit deteriorated (PCD) securities, any necessary adjustments due to changes in
22

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
effective yields and expected maturities are recognized in net investment income using the retrospective method. PCD securities are defined as financial assets that, as of the date of acquisition, have experienced a more-than-insignificant deterioration in credit quality since origination.

Realized gains and losses on sales of available-for-sale fixed-maturity securities and credit losses are reported in the consolidated statement of operations. Net realized investment gains (losses) include sales of investments, which are determined using the specific identification method, reductions to amortized cost of available-for-sale investments that have been written down due to the Company’s intent to sell them or it being more likely than not that the Company will be required to sell them, and the change in allowance for credit losses (including accretion) as discussed below.

For all fixed-maturity securities that were originally purchased with credit deterioration, accrued interest is not separately presented, but rather is a component of the amortized cost of the instrument. For all other available-for-sale securities, a separate amount for accrued interest is reported in “other assets.”

Credit Losses

For an available-for-sale fixed-maturity security that has experienced a decline in fair value below its amortized cost due to credit related factors, an allowance is established for the difference between the estimated recoverable value and amortized cost with a corresponding charge to net realized investment gains (losses) in the consolidated statement of operations. The estimated recoverable value is the present value of cash flows expected to be collected. The allowance for credit losses is limited to the difference between amortized cost and fair value. Any difference between the security’s fair value and its amortized cost that is not associated with credit related factors is presented as a component of AOCI.

When estimating future cash flows for fixed-maturity securities, management considers the historical performance of underlying assets and available market information as well as bond-specific considerations. In addition, the process of estimating future cash flows includes, but is not limited to, the following critical inputs, which vary by security type:

the extent to which fair value is less than amortized cost;
credit ratings;
any adverse conditions specifically related to the security, industry, and/or geographic area;
changes in the financial condition of the issuer, or underlying loan obligors;
general economic and political factors;
remaining payment terms of the security;
prepayment speeds;
expected defaults; and
the value of any embedded credit enhancements.

The assessment of whether a credit loss exists is performed each reporting period.

The allowance for credit losses and the corresponding charge to net realized investment gains (losses) may be reversed if conditions change. However, the allowance for credit losses is never reduced below zero. When the Company determines that all or a portion of a fixed-maturity security is uncollectible, the uncollectible amortized cost amount is written off with a corresponding reduction to the allowance for credit losses. If cash flows that were previously written off are collected, the recovery is recognized in net realized investment gains (losses).

An allowance for credit losses is established upon initial recognition for available-for-sale PCD securities. On the date of acquisition the amortized cost of PCD securities is equal to the purchase price plus the allowance for credit losses with no credit loss expense recognized in the consolidated statements of operations. After the date of acquisition, deterioration or improvement in credit will result in an increase (or decrease), to the allowance and an offsetting credit loss expense (or benefit). To measure this, the Company performs a discounted cash flow analysis. For PCD securities that are also beneficial interests, favorable or adverse changes in expected cash flows are recognized as a change in the allowance for credit losses. Changes in expected cash flows that are not captured through the allowance are reflected as a prospective adjustment to the security’s yield within net investment income.

The Company has elected to not measure credit losses on its accrued interest receivable and instead write off accrued interest when it is six-months past due or on the date it is deemed uncollectible, if earlier. All write-offs of accrued interest are recorded as a reduction to net investment income in the consolidated statements of operations.

23

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
For impaired securities that (i) the Company intends to sell, or (ii) it is more-likely-than-not that the Company will be required to sell before recovering its amortized cost, the amortized cost is written down to fair value with a corresponding charge to net realized investment gains (losses). No allowance is established in these situations and any previously recorded allowance is reversed. The new cost basis is not adjusted for subsequent increases in estimated fair value.

Investment Portfolio

The majority of the investment portfolio comprises investment grade fixed-maturity securities managed by one outside manager. The Company has established investment guidelines for its investment manager regarding credit quality, exposure to a particular sector and exposure to a particular obligor within a sector.

Accrued interest income on the investment portfolio and the loan receivable from affiliate was $4.21 million and $4.08 million as of December 31, 2023 and December 31, 2022, respectively. In 2023 and 2022, the Company did not write off any accrued investment income.

As of December 31, 2023 and December 31, 2022, the Company had $36.26 million and $2.41 million in short-term securities in its investment portfolio.

Beginning July 1, 2023, Assured Guaranty participates in the asset management business through its ownership interest in Sound Point. As of December 31, 2023, the aggregate carrying value of investments in Sound Point’s debt and a fund managed by Sound Point was $16.47 million, consisting of a fixed-maturity security and an equity method investment. In addition, the Company had unfunded commitment of $6.50 million as of December 31, 2023 related to the fund managed by Sound Point.
Available-for-Sale Fixed-Maturity Securities by Security Type
As of December 31, 2023
Security TypePercent
of
Total (1)
Amortized
Cost
Allowance for Credit LossesGross
Unrealized
Gains
Gross
Unrealized
Losses
Estimated
Fair Value
(dollars in thousands)
Obligations of state and political subdivisions28 %$102,724 $— $326 $(9,324)$93,726 
U.S. government and agencies— 1,348 — 127 — 1,475 
Corporate securities (2)47 174,800 (644)1,218 (13,202)162,172 
Mortgage-backed securities (3):
Residential mortgage-backed securities (RMBS)
27,654 (221)768 (1,004)27,197 
Commercial mortgage-backed securities (CMBS)19,053 — — (469)18,584 
Asset-backed securities:
Collateralized loan obligations (CLOs)10 37,967 — 34 (1,591)36,410 
Other7,232 — — (51)7,181 
Total available-for-sale fixed-maturity securities (4)100 %$370,778 $(865)$2,473 $(25,641)$346,745 

24

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Available-for-Sale Fixed-Maturity Securities by Security Type
As of December 31, 2022
Security TypePercent
of
Total (1)
Amortized
Cost
Allowance for Credit LossesGross
Unrealized
Gains
Gross
Unrealized
Losses
Estimated
Fair Value
(dollars in thousands)
Obligations of state and political subdivisions36 %$146,834 $— $479 $(12,369)$134,944 
U.S. government and agencies5,764 — 210 — 5,974 
Corporate securities (2)43 174,573 (420)157 (18,659)155,651 
Mortgage-backed securities (3):
RMBS
17,964 (142)782 (1,265)17,339 
CMBS25,759 — — (857)24,902 
Asset-backed securities:
CLOs25,804 — (476)25,335 
Other7,263 — — (67)7,196 
Total available-for-sale fixed-maturity securities (4)100 %$403,961 $(562)$1,635 $(33,693)$371,341 
____________________
(1)    Based on amortized cost.
(2)    Includes securities issued by taxable universities and hospitals.
(3)    U.S. government-agency obligations were approximately 79% of mortgage backed securities as of December 31, 2023 and 62% as of December 31, 2022, based on fair value.
(4)    4.5% and 0.7% of fixed-maturity securities are rated BIG or not rated as of December 31, 2023 and December 31, 2022, respectively, based on fair value.
Gross Unrealized Loss by Length of Time
for Available-for-Sale Fixed-Maturity Securities for Which a Credit Loss was Not Recorded
As of December 31, 2023
Less than 12 months12 months or moreTotal
Fair
Value
Gross Unrealized
Loss
Fair
Value
Gross Unrealized
Loss
Fair
Value
Gross Unrealized
Loss
(dollars in thousands)
Obligations of state and political subdivisions$18,071 $(96)$51,949 $(9,228)$70,020 $(9,324)
Corporate securities5,977 (40)115,094 (10,297)121,071 (10,337)
Mortgage-backed securities:
RMBS3,176 (65)11,089 (729)14,265 (794)
CMBS— — 18,584 (469)18,584 (469)
Asset-backed securities:
CLOs12,974 (1,546)16,732 (45)29,706 (1,591)
Other— — 7,181 (51)7,181 (51)
Total
$40,198 $(1,747)$220,629 $(20,819)$260,827 $(22,566)
Number of securities19 164 183 

25

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Gross Unrealized Loss by Length of Time
for Available-for-Sale Fixed-Maturity Securities for Which a Credit Loss was Not Recorded
As of December 31, 2022
Less than 12 months12 months or moreTotal
Fair
Value
Gross Unrealized
Loss
Fair
Value
Gross Unrealized
Loss
Fair
Value
Gross Unrealized
Loss
(dollars in thousands)
Obligations of state and political subdivisions$68,297 $(3,526)$19,882 $(8,843)$88,179 $(12,369)
U.S. government and agencies141 — — — 141 — 
Corporate securities103,724 (6,501)30,901 (8,290)134,625 (14,791)
Mortgage-backed securities:
RMBS13,756 (934)110 (9)13,866 (943)
CMBS24,902 (857)— — 24,902 (857)
Asset-backed Securities
CLOs11,960 (219)12,049 (257)24,009 (476)
Other7,196 (67)— — 7,196 (67)
Total
$229,976 $(12,104)$62,942 $(17,399)$292,918 $(29,503)
Number of securities (1)158 52 209 
__________________
(1)    The number of securities does not add across because lots consisting of the same securities have been purchased at different times and appear in both categories above (i.e., less than 12 months and 12 months or more). If a security appears in both categories, it is counted only once in the total column.

The Company considered the credit quality, cash flows, interest rate movements, ability to hold a security to recovery and intent to sell a security in determining whether a security had a credit loss. The Company has determined that the unrealized losses recorded as of December 31, 2023 and December 31, 2022 were primarily related to higher interest rates rather than credit quality. As of December 31, 2023, the Company did not intend to and was not required to sell investments in an unrealized loss position prior to expected recovery in value. As of December 31, 2023, of the securities in an unrealized loss position for which an allowance for credit loss was not recorded, 52 securities had unrealized losses in excess of 10% of its carrying value, whereas as of December 31, 2022 there were 68 securities in an unrealized losses in excess of 10% of its carrying value. The total unrealized loss for these securities was $18.16 million and $21.98 million as of December 31, 2023 and December 31, 2022, respectively.

The amortized cost and estimated fair value of available-for-sale fixed-maturity securities by contractual maturity as of December 31, 2023 are shown below. Expected maturities will differ from contractual maturities because borrowers may have the right to call or prepay obligations with or without call or prepayment penalties.

Distribution of Available-for-Sale Fixed-Maturity Securities
by Contractual Maturity
As of December 31, 2023
Amortized
Cost
Estimated
Fair Value
(in thousands)
Due within one year
$14,967 $14,798 
Due after one year through five years
72,102 70,818 
Due after five years through 10 years
108,768 106,014 
Due after 10 years
128,234 109,334 
Mortgage-backed securities:
RMBS
27,654 27,197 
CMBS
19,053 18,584 
Total
$370,778 $346,745 
    

26

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
There were no investments that were non-income producing during the twelve months period ending December 31, 2023 and December 31, 2022.

Income from Investments

The components of income derived from the investment portfolio are presented in the following table.

Income from Investments
Year Ended December 31,
20232022
(in thousands)
Investment income:
Externally managed$13,487 $13,235 
Short-term investments 1,807 63 
Other1,723 199 
Interest income from loan receivable from affiliate (see Note 12)
1,281 917 
Investment income18,298 14,414 
Investment expenses(255)(303)
Net investment income$18,043 $14,111 

Realized Investment Gains (Losses)

The table below presents the components of net realized investment gains (losses).

Net Realized Investment Gains (Losses)
Year Ended December 31,
20232022
(in thousands)
Gross realized gains on sales of available-for-sale securities$590 $97 
Gross realized losses on sales of available-for-sale securities(1,134)(260)
Change in the allowance for credit losses and intent to sell(619)(562)
Other net realized gains (losses)(27)
Net realized investment gains (losses)
$(1,190)$(720)

Roll Forward of Allowance for Credit Losses
for Available-for-Sale Fixed-Maturity Securities
 Year Ended December 31,
 20232022
 (in thousands)
Balance, beginning of period$562 $— 
Additions for securities for which credit losses were not previously recognized— 562 
Additions (reductions) for securities for which credit losses were previously recognized303 — 
Balance, end of period$865 $562 

The Company did not purchase any securities with credit deterioration during the periods presented.

9.    Fair Value Measurement
    
Accounting Policy

The Company carries the majority of its investment portfolio and derivatives at fair value. Fair value is defined as the price that would be received to sell an asset or paid to transfer a liability in an orderly transaction between market participants at the measurement date (i.e., exit or transfer price). The price represents the price available in the principal market for the asset or
27

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
liability. If there is no principal market, then the price is based on a hypothetical market that maximizes the value received for an asset or minimizes the amount paid for a liability (i.e., the most advantageous market).

Fair value is based on quoted market prices, where available. If listed prices or quotes are not available, fair value is based on either (i) internally developed models that primarily use, as inputs, market-based or independently sourced market parameters, (including, but not limited to, yield curves, interest rates, and debt prices) or (ii) discounted cash flows, using a third party’s proprietary pricing models. In addition to market information, when applicable, the models also incorporate transaction details, such as the instrument’s maturity, and contractual features that reduce the Company’s credit exposure (e.g., collateral rights).

Valuation adjustments may be made to ensure that financial instruments are recorded at fair value. These adjustments include amounts to reflect counterparty credit quality, the affiliated ceding company's creditworthiness and constraints on liquidity. As markets and products develop and the pricing transparency for certain products changes, the Company may refine its methodologies and assumptions. During 2023, no changes were made to the Company’s valuation models that had (or are expected to have), a material impact on the Company’s consolidated balance sheets or statements of operations and comprehensive income.

The Company’s valuation methods produce fair values that may not be indicative of net realizable value or future fair values. The use of different methodologies or assumptions to determine fair value of certain financial instruments could result in a materially different estimate of fair value at the reporting date.

The categorization within the fair value hierarchy is determined based on whether the inputs to valuation techniques used to measure fair value are observable or unobservable. Observable inputs reflect market data obtained from independent sources, while unobservable inputs reflect Company estimates of market assumptions. The fair value hierarchy prioritizes model inputs into three broad levels, with Level 1 being the highest and Level 3 the lowest. The categorization, of an asset or liability, within the hierarchy is based on the lowest level of significant input to its valuation.

Level 1—Quoted prices for identical instruments in active markets. The Company generally defines an active market as a market in which trading occurs at significant volumes. Active markets generally are more liquid and have a lower bid-ask spread than an inactive market.

Level 2—Quoted prices for similar instruments in active markets; quoted prices for identical or similar instruments in markets that are not active; and observable inputs other than quoted prices, such as interest rates or yield curves and other inputs derived from or corroborated by observable market inputs.

Level 3—Model derived valuations in which one or more significant inputs or significant value drivers are unobservable. Financial instruments are considered Level 3 when their values are (i) determined using pricing models, discounted cash flow methodologies or similar techniques and (ii) at least one significant model assumption or input is unobservable. Level 3 financial instruments also include those for which the determination of fair value requires significant management judgment or estimation.

    There were no transfers from or into Level 3 during the periods presented.

Carried at Fair Value

Fixed-Maturity Securities

The fair value of fixed-maturity securities is generally based on prices received from third party pricing services or alternative pricing sources that provide reasonable levels of price transparency. The pricing services prepare estimates of fair value using their pricing models, which take into account: benchmark yields, reported trades, broker/dealer quotes, issuer spreads, two-sided markets, benchmark securities, bids, offers, reference data, industry and economic events and sector groupings. Additional valuation factors that can be taken into account are nominal spreads and liquidity adjustments. The pricing services evaluate each asset class based on relevant market and credit information, perceived market movements, and sector news.

In many cases, benchmark yields have proven to be more reliable indicators of the market for a security, as compared to reported trades for infrequently traded securities and distressed transactions. The extent of the use of each input is dependent
28

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
on the asset class and the market conditions. The valuation of fixed-maturity securities is more subjective when markets are less liquid due to the lack of market-based inputs.

As of December 31, 2023, the Company used models to price 19 securities. All Level 3 securities were priced with the assistance of independent third parties. The pricing is based on a discounted cash flow approach using the third-party’s proprietary pricing models. The models use inputs such as projected prepayment speeds;  severity assumptions; recovery lag assumptions; estimated default rates (determined based on an analysis of collateral attributes, historical collateral performance, borrower profiles and other features relevant to the evaluation of collateral credit quality); home price appreciation/depreciation rates based on macroeconomic forecasts and recent trading activity. The yield used to discount the projected cash flows is determined by reviewing various attributes of the security including collateral type, weighted average life, sensitivity to losses, vintage, and convexity, in conjunction with market data on comparable securities. Significant changes to any of these inputs could have materially changed the expected timing of cash flows within these securities which could have significantly affected the fair value of the securities.

Short-Term Investments

Short-term investments that are traded in active markets are classified as Level 1 as their value is based on quoted market prices. Securities such as discount notes are classified as Level 2 because these securities are typically not actively traded due to their approaching maturity and, as such, their cost approximates fair value.

Contracts Accounted for as Derivatives

As of December 31, 2023 and December 31, 2022, the net par outstanding of specialty and financial guaranty derivatives (which was all investment grade) was $577.49 million and $167.73 million, respectively, and the fair value of derivatives was a liability of $70 thousand and $69 thousand, respectively. The change in fair value of derivatives recorded in “fair value gains (losses) on credit derivatives” was a gain of $1.37 million for 2023 and $180 thousand in 2022. The estimated remaining weighted average life of derivatives was 2.7 years and 4.1 years at December 31, 2023 and December 31, 2022, respectively.

Amounts recorded at fair value in the Company’s financial statements are presented in the tables below.

Fair Value Hierarchy of Financial Instruments Carried at Fair Value
As of December 31, 2023
Fair Value Hierarchy
Level 1Level 2Level 3Total
(in thousands)
Assets:
Fixed-maturity securities, available-for-sale:
Obligations of state and political subdivisions$— $93,726 $— $93,726 
U.S. government and agencies— 1,475 — 1,475 
Corporate securities— 162,172 — 162,172 
Mortgage-backed securities:
RMBS— 24,154 3,043 27,197 
CMBS— 18,584 — 18,584 
Asset-backed securities— 7,181 36,410 43,591 
Total fixed-maturity securities, available-for-sale— 307,292 39,453 346,745 
Short-term investments36,261 — — 36,261 
Derivative assets (1)— — 2,156 2,156 
Total assets carried at fair value
$36,261 $307,292 $41,609 $385,162 
Liabilities:
Derivative liabilities (2)$— $— $2,226 $2,226 
Total liabilities carried at fair value
$— $— $2,226 $2,226 

29

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Fair Value Hierarchy of Financial Instruments Carried at Fair Value
As of December 31, 2022
Fair Value Hierarchy
Level 1Level 2Level 3Total
(in thousands)
Assets:
Fixed-maturity securities, available-for-sale:
Obligations of state and political subdivisions$— $134,944 $— $134,944 
U.S. government and agencies— 5,974 — 5,974 
Corporate securities— 155,651 — 155,651 
Mortgage-backed securities:
RMBS— 14,325 3,014 17,339 
CMBS— 24,902 — 24,902 
Asset-backed securities— 7,196 25,335 32,531 
Total fixed-maturity securities, available-for-sale— 342,992 28,349 371,341 
Short-term investments2,411 — — 2,411 
Total assets carried at fair value
$2,411 $342,992 $28,349 $373,752 
Liabilities:
Derivative liabilities (2)$— $— $69 $69 
Total liabilities carried at fair value
$— $— $69 $69 
____________________
(1)    Reported in “other assets”.
(2)    Reported in “other liabilities”.


Changes in Level 3 Fair Value Measurements

The tables below present a roll forward of the Company’s Level 3 financial instruments carried at fair value on a recurring basis during the years ended December 31, 2023 and 2022.

Roll Forward of Level 3 Assets (Liabilities) at Fair Value on a Recurring Basis
Year Ended December 31, 2023
Fixed-Maturity Securities, Available-for-SaleDerivative
Liability, net (3)
RMBSAsset-Backed Securities
(in thousands)
Fair value as of December 31, 2022$3,014 $25,335 $(69)
Total pre-tax realized and unrealized gains (losses) recorded in:
Net income (loss)193 (1)657 (1)1,374 (2)
Other comprehensive income (loss)13 (1,088)— 
Purchases— 13,878 — 
Issuances— — (583)
Settlements(177)(2,372)(792)
Fair value as of December 31, 2023$3,043 $36,410 $(70)
Change in unrealized gains (losses) related to financial instruments held as of December 31, 2023 included in:
Earnings$(15)
Other comprehensive income (OCI)$11 $(1,110)

30

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Roll Forward of Level 3 Assets (Liabilities) at Fair Value on a Recurring Basis
Year Ended December 31, 2022
Fixed-Maturity Securities, Available-for-SaleDerivative
Liability, net (3)
RMBSAsset-Backed Securities
(in thousands)
Fair value as of December 31, 2021$3,745 $26,662 $— 
Total pre-tax realized and unrealized gains (losses) recorded in:
Net income (loss)58 (1)16 (1)180 (2)
Other comprehensive income (loss)(601)(522)— 
Issuances— — (249)
Settlements(188)(821)— 
Fair value as of December 31, 2022$3,014 $25,335 $(69)
Change in unrealized gains (losses) related to financial instruments held as of December 31, 2022 included in:
Earnings$— 
OCI$(599)$(517)
 ____________________
(1)    Included in “net realized investment gains (losses)” and “net investment income.”
(2)    Reported in “fair value gains (losses) on credit derivatives.”
(3)    Represents the net position of derivatives. Derivative assets (reported in “other assets”) and derivative liabilities (reported in “other liabilities”) are shown gross in the consolidated balance sheets based on net exposure by transaction.


Level 3 Fair Value Disclosures

Quantitative Information About Level 3 Fair Value Inputs
As of December 31, 2023
Financial Instrument Description (1) Fair Value (in thousands)Significant Unobservable
Inputs
RangeWeighted Average as a Percentage of Current Par Outstanding
Fixed-maturity securities, available-for-sale:
RMBS
$3,043 Conditional prepayment rate0.1 %-3.8%0.1%
Conditional default rate1.7 %-2.7%1.7%
Loss severity100.0%
Yield9.8 %-10.8%9.8%
Asset-backed securities (CLOs)36,410 Discount margin1.1 %-9.5%4.5%


31

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Quantitative Information About Level 3 Fair Value Inputs
As of December 31, 2022
Financial Instrument Description (1)Fair Value (in thousands)Significant Unobservable
Inputs
RangeWeighted Average as a Percentage of Current Par Outstanding
Fixed-maturity securities, available-for-sale:
RMBS
$3,014 Conditional prepayment rate7.0 %-10.6%7.0%
Conditional default rate1.6 %-3.2%1.6%
Loss severity100.0%
Yield9.4 %-9.9%9.9%
Asset-backed securities (CLOs)25,335 Discount margin1.9 %-2.1%1.9%
____________________
(1)    Discounted cash flow is used as the primary valuation technique for all financial instruments listed in these tables.

Not Carried at Fair Value

Loan Receivable from Affiliate

The fair value of the loan receivable from an affiliate is determined by calculating the effect of changes in yield adjusted for a credit factor at the end of each reporting period. The fair value measurement of the loan receivable was classified as Level 3.

The carrying amount and estimated fair value of the Company’s financial instruments not carried at fair value are presented in the following table.

Fair Value of Financial Instruments Not Carried at Fair Value
As of December 31, 2023As of December 31, 2022
Carrying
Amount
Estimated
Fair Value
Carrying
Amount
Estimated
Fair Value
(in thousands)
Assets (liabilities):
Loan receivable from affiliate$20,000 $20,681 $20,000 $19,814 
Other assets4,226 4,226 4,098 4,098 
Guarantee fee receivable (liability), net1,218 1,218 (307)(591)


10.    Income Taxes

Under Bermuda law, there was no Bermuda income, corporate or profits tax or withholding tax, capital gains tax or capital transfer tax payable by AGRO in 2023.

AGOUS and its subsidiaries AGRO and AG Intermediary Inc. file a consolidated U.S. federal income tax return (AGOUS consolidated return group). In addition, AGRO, a Bermuda domiciled company, has elected under Section 953(d) of the U.S. Internal Revenue Code to be taxed as a U.S. domestic corporation. Each company of the AGOUS consolidated return group will pay or receive its proportionate share of taxable expense or benefit as if it filed on a separate return basis with current period credit for net losses to the extent used in consolidation

On December 27, 2023 the Bermuda government enacted a corporate income tax at the rate of 15% which will apply for accounting periods starting on or after January 1, 2025. The enactment of the corporate income tax regime requires the Company to recognize Bermuda deferred taxes for the first time and is recognized in the period that includes the date of enactment. Effective at the beginning of 2025, the Company will be subject to a 15% corporate income tax.

Accounting Policy
32

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued

The provision for income taxes consists of an amount for taxes currently payable and an amount for deferred taxes. Deferred income taxes are provided for temporary differences between the financial statement carrying amounts and tax bases of assets and liabilities, using enacted rates in effect for the year in which the differences are expected to reverse. A valuation allowance is recorded to reduce the deferred tax asset to an amount that is more likely than not to be realized.

The Company recognizes tax benefits only if a tax position is “more likely than not” to prevail.

Current tax assets and liabilities are reported in “other assets” or “other liabilities” on the consolidated balance sheets.

Tax Assets (Liabilities)
    
Deferred and Current Tax Assets (Liabilities)
As of December 31,
20232022
(in thousands)
Net deferred tax assets (liabilities)$23,025 $5,811 
Net current tax assets (liabilities)
18 219 


Components of Net Deferred Tax Assets (Liabilities)
As of December 31,
20232022
(in thousands)
Deferred tax assets:
Net unrealized investment losses$4,865 $6,732 
Intangible assets13,899 — 
Value of in-force business4,901 — 
Loss and LAE reserve460 638 
Other426 25 
Total deferred tax assets24,551 7,395 
Deferred tax liabilities:
Deferred acquisition costs467 312 
Investments542 972 
Unrealized gains on credit derivatives, net517 38 
Other— 262 
Total deferred tax liabilities1,526 1,584 
Net deferred tax assets (liabilities)$23,025 $5,811 

The new Bermuda corporate income tax allows an economic transition adjustment (ETA) equal to the difference between the fair market value (which consists of the intangible assets and the value of in-force business) and the carrying value of assets and liabilities of the Company as of September 30, 2023. The value of the in-force business shown above approximates the tax effected fair market value of the insurance policies in-force as of September 30, 2023. The ETA resulted in the establishment of a deferred tax asset and corresponding benefit of $18.80 million reported in the fourth quarter of 2023 consolidated statement of operations. The ETA is expected to be utilized over 10 to 15 years, beginning in 2025.

Changes in market conditions during 2023 and 2022, including rising interest rates, resulted in the recording of deferred tax assets related to net unrealized tax capital losses. When assessing recoverability of these deferred tax assets, the Company considers the ability and intent to hold the underlying securities to recovery in value, if necessary. As of December 31, 2023, the Company concluded that the deferred tax assets related to the unrealized tax capital losses on the available-for-sale securities portfolios are, more likely than not, expected to be realized.

33

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Provision for Income Taxes

The components of the provision (benefit) for income taxes were as follows:

Current and Deferred Provision (Benefit) for Income Taxes 
Year Ended December 31,
20232022
(dollars in thousands)
Current provision (benefit) for income taxes:
U.S. federal$4,171 $2,352 
Total current$4,171 $2,352 
Deferred provision (benefit) for income taxes:
U.S. federal$(281)$(569)
Bermuda(18,800)— 
Total deferred $(19,081)$(569)
Total provision (benefit) for income taxes$(14,910)$1,783 
    
A reconciliation of the difference between the provision for income taxes and the expected tax provision at the U.S. marginal corporate income tax rate of 21% for 2023 and 2022 is presented below.

Effective Tax Rate Reconciliation
Year Ended December 31,
20232022
(dollars in thousands)
Expected tax provision (benefit) $4,155 $2,361 
Tax-exempt interest(207)(452)
Return to provision adjustment(58)(128)
Bermuda ETA
(18,800)— 
Other— 
Total provision (benefit) for income taxes$(14,910)$1,783 
Effective tax rate(75.4)%15.9 %

Audits

As of December 31, 2023, AGOUS had open tax years with the U.S. Internal Revenue Service (IRS) for 2019 forward and is not currently under audit with the U.S. IRS.

11.     Insurance Company Regulatory Requirements

The following table summarizes the equity and net income amounts reported to the Bermuda Monetary Authority (the Authority) for AGRO.

Insurance Regulatory Amounts Reported

Policyholders’ SurplusNet Income (Loss)
As of December 31,Year Ended December 31,
2023202220232022
(in thousands)
AGRO$412,353 $390,214 $15,897 $9,458 


34

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Basis of Regulatory Financial Reporting

The Company’s ability to pay dividends depends, among other things, upon its financial condition, results of operations, cash requirements, compliance with rating agency requirements, and is also subject to restrictions contained in the insurance laws and related regulations of its country of domicile, Bermuda. Financial statements prepared in accordance with accounting practices prescribed or permitted by Bermuda insurance regulatory authorities differ from GAAP primarily due to the non-admission of certain assets in AGRO's statutory statements, that are admissible assets under GAAP.

Dividend Restrictions and Capital Requirements

For AGRO, any distribution (including repurchase of shares) of any share capital, contributed surplus or other statutory capital that would reduce its total statutory capital by 15% or more of its total statutory capital as set out in its previous year’s financial statements requires the prior approval of the Authority. Separately, dividends are paid out of an insurer’s statutory surplus and cannot exceed that surplus. Furthermore, annual dividends cannot exceed 25% of total statutory capital and surplus as set out in its previous year’s financial statements, which is $103.09 million, without AGRO certifying to the Authority that it will continue to meet required margins. Based on the foregoing limitations, in 2024 AGRO has the capacity to (i) make capital distributions in an aggregate amount up to $20.54 million without the prior approval of the Authority and (ii) declare and pay dividends in an aggregate amount up to approximately $103.09 million as of December 31, 2023. Such dividend capacity is further limited by (i) the actual amount of AGRO’s unencumbered assets, which amount changes from time to time due in part to collateral posting requirements and which was approximately $383.01 million as of December 31, 2023, and (ii) the amount of statutory surplus, which as of December 31, 2023 was $275.39 million.

AGRO paid an $800 thousand dividend to AG Re in 2023. The Company did not declare or pay dividends during 2022.

Under the Insurance Act 1978, AGRO must ensure that the value of its general business statutory assets exceeds the amount of its general business statutory liabilities by an amount greater than the prescribed minimum solvency margin and each company's applicable enhanced capital requirement. The minimum solvency margin for Class 3A insurers is the greater of (i) $1 million, or (ii) 20% of the first $6 million of net premiums written; if in excess of $6 million, the figure is $1.2 million plus 15% of net premiums written in excess of $6 million, or (iii) 15% of net discounted aggregate loss and loss expense provisions and other insurance reserves, or (iv) 25% of that insurer's applicable enhanced capital requirement reported at the end of its relevant year.

In addition, as a Class C long-term insurer, AGRO is required, with respect to its long-term business, to maintain a minimum solvency margin equal to the greater of (i) $500,000, (ii) 1.5% of its assets or (iii) 25% its enhanced capital requirement reported at the end of the relevant year. For the purpose of this calculation, assets are defined as the total assets pertaining to its long-term business reported on the balance sheet in the relevant year less the amounts held in a segregated account. AGRO is also required to keep its accounts in respect of its long-term business separate from any accounts kept in respect of any other business and all receipts of its long-term business form part of its long-term business fund.

The Company is required to maintain available statutory capital and surplus at a level equal to or in excess of its applicable enhanced capital requirement, which is established by reference to either its Bermuda Solvency Capital Requirement model or an approved internal capital model.
    
12.    Related Party Transactions

Accounting Policy

The Company follows ASC 850, “Related Party Transactions,” for the identification and disclosure of related party transactions. Pursuant to ASC 850, related parties include: (i) the Company’s affiliates; (ii) entities for which investments in their equity securities would be required, absent the election of the FVO to be accounted for by the equity method; (iii) trusts for the benefit of employees, such as pension and profit sharing trusts that are managed by or under the trusteeship of management; (iv) the Company’s principal owners; (v) the Company’s management; (vi) other parties with which the Company may deal if one party controls or can significantly influence the management or operating policies of the other to an extent that one of the transacting parties might be prevented from fully pursuing its own separate interests; and (vii) other parties that can significantly influence the management or operating policies of the transacting parties or that have an ownership interest in one of the transacting parties and can significantly influence the other to an extent that one or more of the transacting parties might be prevented from fully pursuing its own separate interests.
35

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued

Related party amounts and transactions disclosed in this note include transactions with “Related Persons” as defined in Item 404 of Securities and Exchange Commission’s Regulation S-K as well as “related parties” as defined in ASC 850.

The Company participates in AGL’s long term incentive plans. AGL follows the fair value recognition provisions for share based compensation expense. The Company is allocated its proportionate share of all compensation expense based on time studies conducted annually, in accordance with the Amended and Restated Service Agreement (the Group Service Agreement).

Expense Sharing Agreements

The Company and various of its affiliates are parties to the Third Amended and Restated Service Agreement, effective as January 1, 2020 (as amended, the Group Service Agreement).  The Company's affiliate, AG US Group Services Inc. (AG Services), a Delaware corporation, acts as the payroll company and employer for U.S. personnel, and the central, dedicated service provider within the Assured Guaranty group.  Under the Group Service Agreement, AG Services' employees make
available to the Company certain services, including actuarial, marketing, underwriting, claims handling, surveillance, legal, corporate secretarial, information technology, human resources, accounting, tax, financial reporting and investment planning services. Expenses under the Group Service Agreement are allocated directly where appropriate and, where not appropriate, based upon an allocation of employee time and corresponding office overhead.  The agreement provides for pre-funding by affiliates who are the largest consumers of group services, intercompany allocation of expenses and quarterly settlements and an express right of offset with regard to amounts owing between parties under the Group Service Agreement and other agreements between such parties.

The following table summarizes the allocated expenses from affiliated companies under the expense sharing agreements.

Expenses Allocated From Affiliated Companies
Year Ended December 31,
20232022
(in thousands)
Affiliated companies:
AG Services$4,560 $4,578 
AGL488 559 
Total$5,048 $5,137 

The following table summarizes the amounts due to (from) affiliated companies.

Amounts Due To (From) Affiliated Companies
As of December 31,
20232022
(in thousands)
Affiliated companies
AG Services$3,098 $3,083 
AGL985 922 
AGM61 61 
AGC44 27 
AG Re41 646 
Assured Investment Management LLC— 
Total$4,229 $4,741 

36

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Loan Receivable from Affiliate

Accounting Policy

The loan receivable from affiliate is recorded at its current principal amount. There was no discount or premium at the time of issuance of the loan.

Loan to Assured Guaranty US Holdings Inc.

On May 30, 2012, Assured Guaranty US Holding (AGUS), a subsidiary of AGL, borrowed $90.00 million from AGRO in order to fund a portion of the price of purchasing from Radian Asset Assurance Inc., Municipal Assurance Corp., an affiliate which was merged with AGM on April 1, 2021. In June 2023, the parties amended the loan agreement by: (i) allowing additional funds to be borrowed during 2023 in an aggregate amount not to exceed $150.00 million, (ii) extending the maturity date of the loan to December 31, 2028, and (iii) changing the interest rate to a fixed rate of 5.00% per annum from a rate of six-month London Interbank Offered Rate plus 3.00% per annum. During 2023 and 2022, AGUS paid only interest and did not borrow any additional amounts or repay any principal. As of December 31, 2023, $20.00 million remained outstanding. The Company recognized $1.28 million and $0.92 million of interest income during the years ended December 31, 2023 and 2022, respectively.

Reinsurance Agreements

The Company assumes business from affiliated entities under certain reinsurance agreements. See below for material related party reinsurance balances.

The following table summarizes the affiliated components of each balance sheet item, where applicable:

As of December 31,
2023
AG Re
Assets:
Premium receivable, net of commissions payable$13,714 
DAC (1)1,516 
Liabilities:
Unearned premium reserve15,157 
_____________________
(1)    Represents assumed ceding commissions.    

The following table summarizes the affiliated components of each statement of operations item, where applicable:

As of December 31,
20232022
AG ReAGC
(in thousands)
Revenues:
Net earned premiums$81 $92 
Expenses:
Amortization of DAC28 

Guaranty

AG Re unconditionally and irrevocably guarantees the due, complete and punctual payment of all obligations and liabilities of AGRO (the Guaranteed Obligations). The holders of the Guaranteed Obligations are made third-party beneficiaries and may directly claim upon and enforce the obligations of AG Re under such guaranty as provided therein. AGRO has not made any demand to AG Re under this guaranty.
37

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued

Investment Management Expenses

A portion of the Company's invested assets is managed by investment managers, including Wellington Management Company, LLP (together with its affiliates, Wellington), which is a related party to AGL. The investment management expenses from transactions with these related parties for the years ended December 31, 2023 and 2022 were approximately $0.24 million and $0.26 million, respectively.

13.    Commitments and Contingencies

Legal Proceedings

Lawsuits arise in the ordinary course of the Company’s business. It is the opinion of the Company’s management, based upon the information available, that the expected outcome of litigation against the Company, individually or in the aggregate, will not have a material adverse effect on the Company’s financial position or liquidity, although an adverse resolution of litigation against the Company in a fiscal quarter or year could have a material adverse effect on the Company’s results of operations in a particular quarter or year.

Accounting Policy
    
The Company establishes accruals for litigation and regulatory matters to the extent it is probable that a loss has been incurred and the amount of that loss can be reasonably estimated. Additionally, it discloses such amounts if material to the financial position of the Company. For litigation and regulatory matters where a loss may be reasonably possible, but not probable, or is probable but not reasonably estimable, no accrual is established, but if the matter is material, it is disclosed. The Company reviews relevant information with respect to its litigation and regulatory matters on a quarterly basis and updates its accruals, disclosures and estimates of reasonably possible loss based on such reviews.

14.    Other Comprehensive Income

The following tables present the changes in each component of AOCI and the effect of reclassifications out of AOCI into the respective lines in the consolidated statements of operations.

Changes in Accumulated Other Comprehensive Income (Loss) by Component
Year Ended December 31, 2023
Net Unrealized Gains (Losses) on Investments with:
 No Credit ImpairmentCredit ImpairmentTotal AOCI
(in thousands)
Balance, December 31, 2022$(22,016)$(3,310)$(25,326)
Other comprehensive income (loss) before reclassifications5,445 639 6,084 
Less: Amounts reclassified from AOCI to:
Net realized investment gains (losses)(884)(306)(1,190)
Tax (provision) benefit186 64 250 
Total amount reclassified from AOCI, net of tax(698)(242)(940)
Other comprehensive income (loss)6,143 881 7,024 
Balance, December 31, 2023$(15,873)$(2,429)$(18,302)


38

Assured Guaranty Re Overseas Ltd.
Notes to Consolidated Financial Statements, Continued
Changes in Accumulated Other Comprehensive Income (Loss) by Component
Year Ended December 31, 2022
Net Unrealized Gains (Losses) on Investments with:
 No Credit ImpairmentCredit ImpairmentTotal AOCI
(in thousands)
Balance, December 31, 2021$18,732 $— $18,732 
Other comprehensive income (loss) before reclassifications(40,873)(3,754)(44,627)
Less: Amounts reclassified from AOCI to:
Net realized investment gains (losses)(158)(562)(720)
Tax (provision) benefit33 118 151 
Total amount reclassified from AOCI, net of tax(125)(444)(569)
Other comprehensive income (loss)(40,748)(3,310)(44,058)
Balance, December 31, 2022$(22,016)$(3,310)$(25,326)


15.    Subsequent Events

Subsequent events have been considered and disclosed if material through April 18, 2024, the date on which these financial statements were issued.


39
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Cover Page Cover Page
Apr. 18, 2024
Entity Information [Line Items]  
Document Type 8-K
Document Period End Date Apr. 18, 2024
Entity Registrant Name ASSURED GUARANTY LTD.
Entity Incorporation, State or Country Code D0
Entity File Number 001-32141
Entity Tax Identification Number 98-0429991
Entity Address, Address Line One 30 Woodbourne Avenue
Entity Address, City or Town Hamilton
Entity Address, Postal Zip Code HM 08
Entity Address, Country BM
City Area Code 441
Local Phone Number 279-5700
Written Communications false
Soliciting Material false
Pre-commencement Tender Offer false
Pre-commencement Issuer Tender Offer false
Entity Emerging Growth Company false
Amendment Flag false
Entity Central Index Key 0001273813
Common Shares | New York Stock Exchange  
Entity Information [Line Items]  
Title of 12(b) Security Common Shares
Trading Symbol AGO
Security Exchange Name NYSE
Assured Guaranty US Holdings Inc. 6.125% Senior Notes Due 2028 | New York Stock Exchange  
Entity Information [Line Items]  
Title of 12(b) Security Assured Guaranty US Holdings Inc. 6.125% Senior Notes due 2028 (and the related guarantee of Registrant)
Trading Symbol AGO/28
Security Exchange Name NYSE
Assured Guaranty US Holdings Inc. 3.150% Senior Notes due 2031 | New York Stock Exchange  
Entity Information [Line Items]  
Title of 12(b) Security Assured Guaranty US Holdings Inc. 3.150% Senior Notes due 2031 (and the related guarantee of Registrant)
Trading Symbol AGO/31
Security Exchange Name NYSE
Assured Guaranty US Holdings Inc. 3.600% Senior Notes due 2051 | New York Stock Exchange  
Entity Information [Line Items]  
Title of 12(b) Security Assured Guaranty US Holdings Inc. 3.600% Senior Notes due 2051 (and the related guarantee of Registrant)
Trading Symbol AGO/51
Security Exchange Name NYSE

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