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Financial Guarantee Insurance Contracts - Summary of Information Related to Policies Currently Included in Ambac's Loss Reserves or Subrogation Recoverable (Detail)
$ in Millions
12 Months Ended
Dec. 31, 2023
USD ($)
Policies
Dec. 31, 2022
USD ($)
Policies
Dec. 31, 2021
USD ($)
Schedule of Insured Financial Obligations with Credit Deterioration [Line Items]      
Number of policies | Policies 141 162  
Remaining weighted-average contract period (in years) 12 years 14 years  
Gross insured contractual payments outstanding:      
Principal $ 3,838 $ 4,047  
Interest 1,421 1,750  
Total 5,259 5,797  
Gross undiscounted claim liability 1,202 1,279  
Discount, gross claim liability 426 496  
Gross claim liability before all subrogation and before reinsurance 777 783  
Less:      
Gross RMBS subrogation 0 (140)  
Discount, RMBS subrogation 0 0  
Schedule Of Insured Financial Obligations With Credit Deterioration Reductions Of Gross Claim Liability Rmbs Subrogation 0 (140)  
Less:      
Gross other subrogation (263) (233)  
Discount, other subrogation 69 54  
Discounted other subrogation, before reinsurance (194) (179)  
Gross claim liability, net of all subrogation and discounts, before reinsurance 583 464  
Less: Unearned premium reserves (28) (28)  
Plus: Loss adjustment expenses reserves 4 8  
Claim liability reported on Balance Sheet, before reinsurance   444  
Reinsurance recoverable reported on Balance Sheet 30 33  
Ceded Loss And Loss Expenses Paid Not Yet Recovered   0 $ 0
Loss Reserves Ceded To Reinsurers   $ 33  
Financial Guarantee      
Less:      
Claim liability reported on Balance Sheet, before reinsurance 559    
Ceded Loss And Loss Expenses Paid Not Yet Recovered 8    
Loss Reserves Ceded To Reinsurers $ 30    
Loss Reserves [Member]      
Less:      
Weighted average risk-free rate used to discount loss reserves 3.90% 3.90%  
Surveillance Category One [Member]      
Schedule of Insured Financial Obligations with Credit Deterioration [Line Items]      
Number of policies | Policies 18 37  
Remaining weighted-average contract period (in years) 9 years 7 years  
Gross insured contractual payments outstanding:      
Principal $ 429 $ 709  
Interest 75 526  
Total 505 1,235  
Gross undiscounted claim liability 1 4  
Discount, gross claim liability 0 1  
Gross claim liability before all subrogation and before reinsurance 1 3  
Less:      
Gross RMBS subrogation 0 0  
Discount, RMBS subrogation 0 0  
Schedule Of Insured Financial Obligations With Credit Deterioration Reductions Of Gross Claim Liability Rmbs Subrogation 0 0  
Less:      
Gross other subrogation (13) (14)  
Discount, other subrogation 2 2  
Discounted other subrogation, before reinsurance (11) (12)  
Gross claim liability, net of all subrogation and discounts, before reinsurance (10) (9)  
Less: Unearned premium reserves 0 (2)  
Plus: Loss adjustment expenses reserves 0 1  
Claim liability reported on Balance Sheet, before reinsurance (10) (10)  
Reinsurance recoverable reported on Balance Sheet $ 1 $ 1  
IA [Member]      
Schedule of Insured Financial Obligations with Credit Deterioration [Line Items]      
Number of policies | Policies 8 6  
Remaining weighted-average contract period (in years) 9 years 19 years  
Gross insured contractual payments outstanding:      
Principal $ 1,084 $ 200  
Interest 328 198  
Total 1,412 399  
Gross undiscounted claim liability 19 4  
Discount, gross claim liability 2 1  
Gross claim liability before all subrogation and before reinsurance 17 3  
Less:      
Gross RMBS subrogation 0 0  
Discount, RMBS subrogation 0 0  
Schedule Of Insured Financial Obligations With Credit Deterioration Reductions Of Gross Claim Liability Rmbs Subrogation 0 0  
Less:      
Gross other subrogation (2) (4)  
Discount, other subrogation 0 0  
Discounted other subrogation, before reinsurance (2) (3)  
Gross claim liability, net of all subrogation and discounts, before reinsurance 15 0  
Less: Unearned premium reserves (12) (2)  
Plus: Loss adjustment expenses reserves 3 1  
Claim liability reported on Balance Sheet, before reinsurance 6 (2)  
Reinsurance recoverable reported on Balance Sheet $ 0 $ 0  
II [Member]      
Schedule of Insured Financial Obligations with Credit Deterioration [Line Items]      
Number of policies | Policies 9 9  
Remaining weighted-average contract period (in years) 13 years 14 years  
Gross insured contractual payments outstanding:      
Principal $ 430 $ 459  
Interest 262 286  
Total 692 745  
Gross undiscounted claim liability 41 43  
Discount, gross claim liability 7 7  
Gross claim liability before all subrogation and before reinsurance 34 36  
Less:      
Gross RMBS subrogation 0 0  
Discount, RMBS subrogation 0 0  
Schedule Of Insured Financial Obligations With Credit Deterioration Reductions Of Gross Claim Liability Rmbs Subrogation 0 0  
Less:      
Gross other subrogation 0 0  
Discount, other subrogation 0 0  
Discounted other subrogation, before reinsurance 0 0  
Gross claim liability, net of all subrogation and discounts, before reinsurance 34 36  
Less: Unearned premium reserves (4) (5)  
Plus: Loss adjustment expenses reserves 0 0  
Claim liability reported on Balance Sheet, before reinsurance 30 32  
Reinsurance recoverable reported on Balance Sheet $ 8 $ 8  
III [Member]      
Schedule of Insured Financial Obligations with Credit Deterioration [Line Items]      
Number of policies | Policies 13 12  
Remaining weighted-average contract period (in years) 13 years 14 years  
Gross insured contractual payments outstanding:      
Principal $ 394 $ 1,000  
Interest 139 156  
Total 534 1,156  
Gross undiscounted claim liability 324 446  
Discount, gross claim liability 86 162  
Gross claim liability before all subrogation and before reinsurance 239 284  
Less:      
Gross RMBS subrogation 0 0  
Discount, RMBS subrogation 0 0  
Schedule Of Insured Financial Obligations With Credit Deterioration Reductions Of Gross Claim Liability Rmbs Subrogation 0 0  
Less:      
Gross other subrogation (27) (31)  
Discount, other subrogation 4 5  
Discounted other subrogation, before reinsurance (23) (26)  
Gross claim liability, net of all subrogation and discounts, before reinsurance 215 258  
Less: Unearned premium reserves 0 (8)  
Plus: Loss adjustment expenses reserves 0 2  
Claim liability reported on Balance Sheet, before reinsurance 215 252  
Reinsurance recoverable reported on Balance Sheet $ 18 $ 21  
IV [Member]      
Schedule of Insured Financial Obligations with Credit Deterioration [Line Items]      
Number of policies | Policies 88 93  
Remaining weighted-average contract period (in years) 12 years 12 years  
Gross insured contractual payments outstanding:      
Principal $ 1,473 $ 1,646  
Interest 600 565  
Total 2,073 2,210  
Gross undiscounted claim liability 772 729  
Discount, gross claim liability 323 316  
Gross claim liability before all subrogation and before reinsurance 450 413  
Less:      
Gross RMBS subrogation 0 (140)  
Discount, RMBS subrogation 0 0  
Schedule Of Insured Financial Obligations With Credit Deterioration Reductions Of Gross Claim Liability Rmbs Subrogation 0 (140)  
Less:      
Gross other subrogation (208) (172)  
Discount, other subrogation 60 42  
Discounted other subrogation, before reinsurance (149) (130)  
Gross claim liability, net of all subrogation and discounts, before reinsurance 301 143  
Less: Unearned premium reserves (10) (10)  
Plus: Loss adjustment expenses reserves 1 4  
Claim liability reported on Balance Sheet, before reinsurance 292 137  
Reinsurance recoverable reported on Balance Sheet $ 3 $ 3  
V [Member]      
Schedule of Insured Financial Obligations with Credit Deterioration [Line Items]      
Number of policies | Policies 5 5  
Remaining weighted-average contract period (in years) 7 years 7 years  
Gross insured contractual payments outstanding:      
Principal $ 27 $ 34  
Interest 17 19  
Total 44 53  
Gross undiscounted claim liability 44 53  
Discount, gross claim liability 8 9  
Gross claim liability before all subrogation and before reinsurance 36 43  
Less:      
Gross RMBS subrogation 0 0  
Discount, RMBS subrogation 0 0  
Schedule Of Insured Financial Obligations With Credit Deterioration Reductions Of Gross Claim Liability Rmbs Subrogation 0 0  
Less:      
Gross other subrogation (11) (12)  
Discount, other subrogation 3 4  
Discounted other subrogation, before reinsurance (8) (8)  
Gross claim liability, net of all subrogation and discounts, before reinsurance 28 35  
Less: Unearned premium reserves (1) (1)  
Plus: Loss adjustment expenses reserves 0 0  
Claim liability reported on Balance Sheet, before reinsurance 27 34  
Reinsurance recoverable reported on Balance Sheet $ 0 $ 0