Curriculum·G506 Building a Track Record That Survives Due Diligence·about 34 min

What due diligence actually checks

By the end of this lesson you can

  • Explain that due diligence checks how returns are produced, not only that they are real
  • Describe how SAC Capital's returns rested partly on an illegal edge that could not survive scrutiny
  • Reason that a genuine but illegal or unrepeatable edge fails due diligence even when the numbers are real
  • Frame a track record so it can answer how the returns were made, legally and repeatably

Graduate · enrolled learners

This lesson opens with SAC Capital and Steven Cohen, 2013.

What happened
SAC Capital Advisors, run by Steven Cohen, was for years one of the most successful hedge funds in the world, posting returns so consistently strong that they drew enormous institutional money, and the returns were, as reported, real. But in 2013 SAC pleaded guilty to insider trading and paid about 1.8 billion dollars in penalties, and several of its employees were convicted, because part of the edge behind those returns came from illegal inside information rather than from lawful, repeatable analysis. The numbers were genuine; the process that produced them, in part, was not something that could be disclosed, defended, or lawfully repeated, so a track record that looked like proof of extraordinary skill was, on inspection, partly proof of an illegal edge. Due diligence exists precisely to ask how a return is generated, not just whether it is real, and the SAC case is what that question, taken seriously, is meant to surface: a strategy whose true source cannot survive being examined. The returns passed the test of being real and failed the test that matters more, of being produced by something legal and repeatable.
The decision point
Due diligence does not merely verify that a track record's returns are real; it checks how those returns are produced, whether the strategy is what it claims to be, whether the edge is legal and repeatable, and whether the operations, valuation, and controls behind it are sound, because a return that is genuine but produced by an illegal or unrepeatable edge fails due diligence even though the numbers are true. SAC Capital is the case: a fund with real, extraordinary returns pleaded guilty to insider trading and paid about 1.8 billion dollars, because part of its edge was illegal inside information, so its record proved a source that could not survive scrutiny. This is what due diligence actually checks, and it is why a track record is the how and not just the how much: verifying that returns happened is the easy, shallow test, while establishing how they were generated, and whether that process is legal, disclosable, and repeatable, is the deep test a serious record must pass. A return from an edge that cannot be examined, insider information, an undisclosed risk, a one-time circumstance, is not evidence of durable skill but of something that ends the moment it is understood, so a record built on it is a liability waiting to be found. So the discipline, for the trader building a record and the investor examining one, is to focus on how the returns are made: to demand a strategy that is what it claims, an edge that is legal and repeatable, and operations sound enough to withstand inspection, because SAC shows that real returns can rest on a process that destroys the fund once due diligence, or a prosecutor, asks the question the numbers alone never answer.
Recorded loss
$1,800,000,000

What you will be able to answer

  • Why did SAC Capital's track record fail (2013)?
  • What does due diligence check beyond whether returns are real?
  • Why does a genuine but illegal or unrepeatable edge fail due diligence?
  • What must a serious track record be able to answer?

Orientation and Year One are open: anyone can read them without an account. From Year Two onward the lessons are for enrolled learners, because progress through the later years only means anything if it is tracked against a record.

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Sources and review

Confidence high·Volatility low·Reviewed 2026-09-18·Owner unassigned

Contested

The about 1.8 billion dollar figure is the widely-reported total of penalties SAC paid in the criminal and related resolutions; the exact allocation is set out in the official actions. The lesson uses the how-were-returns-made mechanism, not a precise figure.

Steven Cohen was not himself criminally charged, and the firm and several employees were the subject of the actions; this lesson uses the durable point, that due diligence checks how returns are produced and that an illegal edge fails that test, which holds regardless of the individual outcomes.