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Variable Interest Entities - Narrative (Details)
1 Months Ended 3 Months Ended 12 Months Ended
Feb. 28, 2017
USD ($)
Mar. 31, 2020
USD ($)
policy
Entity
Mar. 31, 2019
USD ($)
Dec. 31, 2019
USD ($)
policy
Entity
Variable Interest Entity [Line Items]        
Total shareholders’ equity attributable to Assured Guaranty Ltd.   $ 6,240,000,000   $ 6,639,000,000
Net fair value gains and losses on FG VIEs are expected to reverse to zero at maturity of the VIE debt   0    
Fair value gains (losses) on FG VIEs   (9,000,000) $ 5,000,000  
Variable Interest Entity, Other Consolidated [Abstract]        
Other consolidated VIE assets   93,000,000   91,000,000
Other consolidated VIE liabilities   $ 23,000,000   $ 12,000,000
Number of Policies Monitored | policy   18,000    
Number of Policies Monitored, Not Within the Scope of ASC 810 | policy   16,000    
Number of Policies that Contain Provisions for Consolidation | policy   87   90
Variable Interest Entity, Primary Beneficiary [Member]        
Variable Interest Entity [Line Items]        
Total shareholders’ equity attributable to Assured Guaranty Ltd.   $ 8,000,000   $ (1,000,000)
Fair value gains (losses) on FG VIEs   $ (9,000,000) 5,000,000  
Variable Interest Entity, Other Consolidated [Abstract]        
Number of Entities Consolidated | Entity   26   27
FG VIE matured, number | Entity   1    
Residential Mortgage Backed Securities and Other Insurance Products [Member] | Variable Interest Entity, Primary Beneficiary [Member]        
Variable Interest Entity [Line Items]        
Change in the instrument specific credit risk of the VIEs' assets   $ 3,000,000 $ 6,000,000  
Future Equity Investments [Member]        
Variable Interest Entity [Line Items]        
Long-term purchase commitment, amount $ 100,000,000      
Future Equity Investments [Member] | Maximum [Member]        
Variable Interest Entity, Other Consolidated [Abstract]        
Investment Company, Committed Capital   17,000,000    
Future Equity Investments [Member] | AGL Subsidiaries [Member] | Assured Investment Management Funds [Member] | Maximum [Member]        
Variable Interest Entity [Line Items]        
Long-term purchase commitment, amount   500,000,000   $ 500,000,000
Equity Method Investments [Member] | AGL Subsidiaries [Member] | Assured Investment Management Funds [Member] | Maximum [Member]        
Variable Interest Entity [Line Items]        
Long-term purchase commitment, amount   192,000,000   79,000,000
Variable Interest Entity, Other Consolidated [Abstract]        
Long-term purchase commitment fair value   179,000,000   $ 77,000,000
Consolidated Investment Vehicles [Member]        
Variable Interest Entity [Line Items]        
Fair value gains (losses) on FG VIEs   $ 12,000,000