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Variable Interest Entities Special Purpose Entities, including Variable Interest Entities - Summary of Assets and Liabilities (Details)
$ in Thousands
Jun. 30, 2019
USD ($)
Entity
Mar. 31, 2019
USD ($)
Dec. 31, 2018
USD ($)
Entity
Jun. 30, 2018
USD ($)
Mar. 31, 2018
USD ($)
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) $ 3,460,894        
Restricted Cash 0 $ 0 $ 19,405   $ 0
Derivative assets 72,376   59,468    
Other assets 190,566   137,628    
Total assets 14,713,066   14,588,711    
Interest Payable 407,096   375,808    
Long-term debt 2,946,620   2,928,929    
Derivative Liability 88,245   76,699    
Other Liabilities 137,757   63,792    
Liabilities 13,160,150   12,955,564    
Variable Interest Entity, Primary Beneficiary [Member]          
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) 3,138,714   2,737,286    
Restricted Cash 28,500   999 $ 1,052  
Financing Receivable, after Allowance for Credit Loss 4,288,572   4,287,664    
Derivative assets 62,941   66,302    
Other assets 4,790   1,058    
Total assets 7,523,517   7,093,309    
Interest Payable 529   556    
Long-term debt 5,308,724   5,268,596    
Long-term Debt, at par less amortized discount 339,359   0    
Long-term debt 5,648,083   5,268,596    
Derivative Liability 1,818,273   1,712,062    
Other Liabilities 22   30    
Liabilities 7,466,907   6,981,244    
Corporate Debt Securities [Member] | Variable Interest Entity, Primary Beneficiary [Member]          
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) 2,881,889   2,737,286    
Municipal Bonds [Member] | Variable Interest Entity, Primary Beneficiary [Member]          
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) 256,825   0    
Ambac UK [Member] | Variable Interest Entity, Primary Beneficiary [Member]          
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) 2,881,889   2,737,286    
Restricted Cash 983   999    
Financing Receivable, after Allowance for Credit Loss 4,288,572   4,287,664    
Derivative assets 62,941   66,302    
Other assets 1,052   1,058    
Total assets 7,235,437   7,093,309    
Interest Payable 529   556    
Long-term debt 5,308,724   5,268,596    
Long-term Debt, at par less amortized discount 0   0    
Long-term debt 5,308,724   5,268,596    
Derivative Liability 1,818,273   1,712,062    
Other Liabilities 22   30    
Liabilities 7,127,548   6,981,244    
Ambac UK [Member] | Corporate Debt Securities [Member] | Variable Interest Entity, Primary Beneficiary [Member]          
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) 2,881,889   2,737,286    
Ambac UK [Member] | Municipal Bonds [Member] | Variable Interest Entity, Primary Beneficiary [Member]          
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) 0   0    
Ambac Assurance [Member] | Variable Interest Entity, Primary Beneficiary [Member]          
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) 256,825   0    
Restricted Cash 27,517   0    
Financing Receivable, after Allowance for Credit Loss 0   0    
Derivative assets 0   0    
Other assets 3,738   0    
Total assets 288,080   0    
Interest Payable 0   0    
Long-term debt 0   0    
Long-term Debt, at par less amortized discount 339,359   0    
Long-term debt 339,359   0    
Derivative Liability 0   0    
Other Liabilities 0   0    
Liabilities 339,359   0    
Ambac Assurance [Member] | Corporate Debt Securities [Member] | Variable Interest Entity, Primary Beneficiary [Member]          
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) 0   0    
Ambac Assurance [Member] | Municipal Bonds [Member] | Variable Interest Entity, Primary Beneficiary [Member]          
Fixed income securities, at fair value (amortized cost of $2,465,967 and $3,020,744) $ 256,825   $ 0    
Consolidated Entities [Member]          
Number Of Consolidated Variable Interest Entities | Entity 8   7    
Consolidated Entities [Member] | Ambac UK [Member]          
Number Of Consolidated Variable Interest Entities | Entity 7   7    
Consolidated Entities [Member] | Ambac Assurance [Member]          
Number Of Consolidated Variable Interest Entities | Entity 1   0