Case studies · 2007
Goldman Sachs Abacus 2007-AC1
A bank let a hedge fund that was secretly betting against a synthetic mortgage-bond deal help pick what went into it, then sold the deal to other investors.
What happened
A hedge fund wants a bespoke short
In mid-2006, the hedge fund Paulson & Co. approached Goldman Sachs wanting a large short position on the US subprime mortgage market. Paulson & Co. believed that a wave of subprime mortgage bonds, sold to investors during the housing boom, was heading for default. Shorting the bonds directly is hard to do at scale, so the fund wanted something else: a bespoke deal built specifically so that betting against it would be straightforward.
Goldman built that deal and named it Abacus 2007-AC1, a synthetic collateralised debt obligation (CDO) referencing a portfolio of about 90 subprime residential mortgage-backed securities (RMBS), with a notional value of about US$2 billion. Between January and March 2007, Goldman sent ACA Management, a firm with a reputation for picking bond portfolios, a list of roughly 123 candidate RMBS. Paulson & Co. and ACA then discussed and negotiated the final list together, with ACA keeping around half of Goldman's suggestions and adding others of its own.
A conflict left undisclosed
ACA was not told, and neither was IKB Deutsche Industriebank, the German bank that would end up holding most of the long side, that Paulson & Co. was on the other side of the trade. Paulson & Co. was not a neutral adviser helping to build a sound portfolio; it was the party that had approached Goldman wanting to short exactly this kind of asset, and it had every incentive to help select bonds likely to fail. Goldman's own marketing materials described the portfolio as having been "selected by" ACA Management, which was true as far as it went, but the materials omitted Paulson & Co.'s role and its opposing economic interest entirely.
Close, then collapse
The deal closed on 26 April 2007. IKB invested through a Goldman-arranged note structure; ACA Capital, ACA Management's parent, took on the CDS exposure on the long side; Goldman earned about US$15 million for structuring and marketing the deal. Paulson & Co. sat on the other side of the same CDS book as the protection buyer, paying premiums and waiting.
The collapse came quickly. By around 24 October 2007, roughly six months after closing, about 83% of the referenced mortgage bonds had been downgraded. By January 2008, about 99% had been downgraded, and the deal that ACA and IKB had bought into was, for practical purposes, worthless. Long investors lost over US$1 billion between them: ACA's loss is put at about US$900 million and IKB's at about US$150 million. Paulson & Co.'s short position earned it about US$1 billion, a gain almost exactly the size of the combined losses on the other side, the symmetry expected of a trade that is close to zero-sum once dealer fees are set aside.
The fraud case
On 16 April 2010, the US Securities and Exchange Commission (SEC) filed a civil fraud complaint against Goldman Sachs & Co. and Fabrice Tourre, the Goldman vice-president who had structured and marketed the deal. The complaint was narrow in scope: it was not that shorting subprime bonds was wrong, and not that ACA had done a poor job picking bonds. The charge was that Goldman's marketing materials contained a material omission, telling investors the portfolio was selected by an independent manager without disclosing that a party betting against the deal had shaped that selection.
On 15 July 2010, Goldman settled with the SEC for US$550 million, at the time the largest civil penalty the SEC had obtained from a Wall Street firm. Of that, US$300 million went to the US Treasury and US$250 million was returned to harmed investors through a Fair Fund. Goldman did not admit or deny wrongdoing, but it did acknowledge that its marketing materials "contained incomplete information."
Tourre's case went further than Goldman's. The SEC's claims against other individuals involved were dropped, but Tourre went to trial, and on 1 August 2013 a federal jury in Manhattan found him liable on six of seven civil securities fraud charges. On 12 March 2014, the presiding judge ordered him to pay about US$825,000 in total, a civil penalty of about US$650,000 plus disgorgement of about US$175,000 linked to a bonus he had received for the deal, below the roughly US$1.15 million the SEC had sought.
The CDS underneath the deal
Abacus sits directly on Lecture 7's material on credit default swaps (CDS), because that is exactly what this deal was built from. Abacus was not a cash CDO holding real mortgage bonds; it was a synthetic CDO, meaning the whole reference portfolio existed only as a set of CDS contracts written against those 90 mortgage bonds. In a CDS, the protection buyer pays a periodic premium and receives a payout if the reference asset defaults or is downgraded sharply, while the protection seller collects the premium and pays out if that happens. Selling protection is economically equivalent to being long the reference credit, in the same way an insurer is paid a premium for taking on a risk of claim.
Paulson & Co. was the protection buyer, meaning it was short the pool: it paid premiums and gained heavily when the underlying bonds defaulted. IKB and ACA were, in economic substance, protection sellers, meaning they were long: they collected premium income and bore the loss when those bonds failed. The tranching logic from earlier in the course applies directly here. A CDO's total expected loss is fixed by the quality of the loans in the pool, not by how the claims on that pool are sliced into tranches. Tranching decides who gets paid first and who absorbs losses first; it does not make the underlying pool any safer. Abacus took this one step further, by letting the party betting against the pool have a hand in choosing which loans went into the pool in the first place. That is what converts an ordinary model-risk question, whether the assumed default correlations were realistic, into an adverse-selection and disclosure problem: whoever chooses the pool has every reason to pick the worst available loans if that party is the one who profits when those loans fail.
The regulatory case itself stayed narrow, and that is exactly how the SEC argued it: the case turned entirely on disclosure. The SEC did not argue that a short bet on subprime housing was improper; shorting a security believed to be overpriced is a legitimate, everyday position. Nor did the SEC argue that ACA's picks were poor picks in themselves. The argument was that Goldman's marketing materials told IKB and ACA the portfolio was "selected by" ACA, without telling them that Paulson & Co., a party with the opposite economic interest, had helped shape that same selection. Once that omission sat in the marketing materials, a legal conflict of interest, a hedge fund shorting a deal it was not involved in structuring, turned into an alleged fraud, because the investors were misled about who was really steering the choice of assets they were being asked to trust.
| Date | Event |
|---|---|
| Mid-2006 | Paulson & Co. approaches Goldman Sachs wanting a large short position on subprime mortgage bonds through a bespoke synthetic CDO. |
| Jan–Mar 2007 | Goldman sends ACA Management a list of about 123 candidate RMBS; Paulson and ACA negotiate the final list of about 90 bonds; Paulson's short interest is not disclosed to ACA or IKB. |
| 26 Apr 2007 | Abacus 2007-AC1 closes: a roughly US$2 billion notional synthetic CDO referencing about 90 subprime RMBS. IKB and ACA take the long side; Goldman earns about US$15 million structuring the deal. |
| ~24 Oct 2007 | About 83% of the referenced mortgage bonds have been downgraded, roughly six months after closing. |
| Jan 2008 | About 99% of the referenced portfolio has been downgraded; the deal is effectively worthless to the long side. |
| 16 Apr 2010 | The SEC files a civil fraud complaint against Goldman Sachs & Co. and Fabrice Tourre in the Southern District of New York. |
| 15 Jul 2010 | Goldman settles with the SEC for US$550 million, then a record civil penalty; US$300 million to the US Treasury, US$250 million returned to investors. |
| 1 Aug 2013 | A federal jury finds Fabrice Tourre liable on six of seven civil securities fraud charges. |
| 12 Mar 2014 | Judge Katherine Forrest orders Tourre to pay about US$825,000 in penalties and disgorgement. |
The mathematics
The figure worth pinning down is why a comparatively small running premium on the short side of a CDS can produce a very large gain once the referenced bonds are largely written down, since that arithmetic is what made Paulson & Co.'s short so lucrative. This is a stylised illustration, not a reconstruction of Paulson & Co.'s actual trade: its real premiums, notional sizes, and timing across the whole Abacus short book are not public. The 83% downgrade figure and the six-month timeframe are sourced; the notional and premium rate are round numbers chosen for illustration, in the same style as the course's other worked examples.
A protection buyer (the short side, playing Paulson & Co.'s role) buys protection on a reference notional of 100, paying a running premium of 100 basis points a year (1%), for the six months before the referenced bonds are downgraded:
$$\text{Premium paid} = 100 \times 0.01 \times 0.5 = 0.50$$
About 83% of the referenced notional is then written down, so the protection seller owes the protection buyer a payout of:
$$\text{Payout} = 100 \times 0.83 = 83.00$$
The net gain to the short side, and the leverage this represents relative to the premium paid, follow directly:
$$\text{Net gain} = 83.00 - 0.50 = 82.50 \qquad \text{Leverage} = \frac{82.50}{0.50} = 165\times$$
The mechanism in one sentence: because the protection buyer only pays a small running premium while the protection seller must pay out the full written-down notional, a CDS short position on a security destined to collapse can pay out many multiples of its cost. That is what drove Paulson & Co.'s real gain of about US$1 billion, a figure close in size to the roughly US$1,050 million in combined long-side losses (IKB's US$150 million plus ACA's US$900 million), a closeness expected of a synthetic CDS trade that is close to zero-sum between the two legs. The fee-versus-penalty comparison tells its own story: the US$550 million SEC settlement was about 37 times the US$15 million fee Goldman earned for structuring the deal (550 / 15 ≈ 36.7), a measure of how disproportionate the regulatory consequence was relative to the fee income at stake.
Data and facts
| Quantity | Value | Source |
|---|---|---|
| Deal close date | 26 April 2007 | Course activity; Knowledge@Wharton; Seven Pillars Institute |
| Reference portfolio notional / size | ≈US$2bn, ≈90 subprime RMBS | NYU Courant (Avellaneda); Knowledge@Wharton |
| Goldman's structuring fee | ≈US$15 million | Course activity; Seven Pillars Institute; Knowledge@Wharton |
| IKB's investment / loss | ≈US$150 million | Course activity; Seven Pillars Institute; Knowledge@Wharton |
| ACA's loss | ≈US$900 million | Course activity (some sources cite ≈US$909m CDS notional insured, a related but separately reported figure) |
| Paulson & Co.'s gain | ≈US$1 billion | SEC litigation release LR-21592 (via secondary reporting); course activity |
| SEC fraud complaint filed | 16 April 2010 | SEC litigation release LR-21592; NPR |
| SEC settlement, and split | US$550m (US$300m Treasury / US$250m investors) | SEC Press Release 2010-123, 15 Jul 2010 |
| Referenced pool downgraded within ≈6 months | ≈83% | SEC complaint, as widely reported |
| Referenced pool downgraded by Jan 2008 | ≈99% | SEC complaint, as widely reported |
| Tourre found liable | 1 Aug 2013, 6 of 7 charges | Forbes; NPR; CNN Money; Reuters |
| Tourre's penalty | ≈US$825,000 | Crain's New York Business; CNBC |
The lesson
- Complexity is a price paid to whoever designs the product. A synthetic CDO referencing 90 subprime bonds was opaque enough that even a specialist long investor could be told a convenient half-truth about who chose the portfolio, and believe it.
- A conflict of interest does not need to be illegal to be the whole story. Paulson's short bet was a legitimate position. What turned this into a fraud case was Goldman's marketing materials not disclosing that the party helping select the pool had the opposite economic interest to the investors buying into it.
- Tranching and pooling decide who loses first, not whether losses happen. Correlation and pool composition determine how concentrated the loss is, but slicing a pool into tranches does not reduce the total loss the underlying loans will produce.
- Models are conventions, not truths, and someone can lean on that gap. The rating agencies' opinions on senior tranches rested on assumed default correlations; a party with an incentive to make those assumptions wrong had an information edge the long side never priced in.
- Regulatory consequence can be disproportionate to fee income, and that is the point. Goldman's US$15 million fee was followed by a US$550 million settlement, a ratio of about 37 times, a reminder that disclosure failures on structured products carry tail regulatory risk far beyond the transaction economics.
Where it appears in the course
Think about it
- Paulson & Co.'s short bet was legal on its own. What exactly made Goldman's conduct a securities fraud case rather than just an aggressive but lawful trade?
- ACA Management put its own name and reputation behind the portfolio selection. Why might an experienced portfolio manager still end up unknowingly negotiating bond selections with the party betting against its own client?
- If Goldman had disclosed Paulson's role and its opposing interest up front, do you think IKB and ACA would still have invested? What would that tell you about the actual commercial value of the non-disclosure to Goldman and Paulson?
Sources
- U.S. Securities and Exchange Commission, "Goldman Sachs to Pay Record $550 Million to Settle SEC Charges Related to Subprime Mortgage CDO," Press Release 2010-123, 15 July 2010.
- U.S. Securities and Exchange Commission, "SEC Charges Goldman Sachs With Fraud in Structuring and Marketing of CDO Tied to Subprime Mortgages," Press Release 2010-59, and Litigation Release LR-21592, 16 April 2010.
- NPR, "Goldman Sachs To Pay $550 M To Settle SEC Fraud Charges," The Two-Way, 15 July 2010. npr.org
- PBS NewsHour, "Goldman Sachs, SEC Reach $550 Million Settlement," 15 July 2010. pbs.org
- Knowledge@Wharton (Wharton School, University of Pennsylvania), "Goldman Sachs and Abacus 2007-AC1: A Look Beyond the Numbers." knowledge.wharton.upenn.edu
- Seven Pillars Institute, "The Goldman Abacus Deal," case study. sevenpillarsinstitute.org
- Marco Avellaneda (NYU Courant Institute of Mathematical Sciences), "ABACUS 2007-AC1: $2 Billion Synthetic CDO Referencing a Static RMBS Portfolio." math.nyu.edu
- Crain's New York Business, "Judge orders ex-trader 'Fabulous Fab' Fabrice Tourre to pay $825K," 12 March 2014. crainsnewyork.com
- CNBC, "Big fine imposed on ex-Goldman trader Tourre in SEC case," 13 March 2014. cnbc.com
- Forbes, "Ex-Goldmanite 'Fabulous Fab' Tourre Takes The Heat As Jury Finds Him Liable For Securities Fraud," 1 August 2013. forbes.com