UPDATE Spotlight: The $300 Million AI Trap – How Smart Founders Lose Privilege and Expose Secrets in Court
- Clay Chamberlain
- Feb 19
- 3 min read
Updated: Feb 27
A Federal Judge Decided Whether Your AI Research Can Be Used Against You in Court. Here’s What Exit-Ready Founders Need to Know.
The Ruling Is In.
Last week, we published our analysis of the government’s motion in United States v. Bradley Heppner, warning that a federal court was about to decide whether AI-generated legal research could be used against you. Yesterday, Judge Jed S. Rakoff of the Southern District of New York answered that question.
The answer is yes. Unequivocally.
In what is believed to be the first federal ruling of its kind, the court held that Heppner’s 31 AI-generated documents—created using Anthropic’s Claude—are protected by neither attorney-client privilege nor the work product doctrine. Every one of those conversations is now available to prosecutors.
If you read our original post, here’s what changed—and what the ruling confirmed.
What the Court Confirmed
Our original post outlined the five pillars of the government’s argument. Judge Rakoff adopted virtually all of them. What were prosecutorial arguments last week are now the law of this case:
AI is not an attorney. The court held that attorney-client privilege requires a communication between a client and their attorney—and an AI is not one. No relationship, no privilege.
Confidentiality was destroyed on the first keystroke. The court specifically pointed to Anthropic’s privacy policy, which states that user inputs and outputs are collected, may be used for model training, and can be disclosed to third parties—including government authorities. There was no reasonable expectation of confidentiality.
Retroactive privilege doesn’t work. Sharing AI documents with your lawyer after the fact doesn’t create privilege. It had to exist at the moment of creation.
Independent research is not work product. The court emphasized that the work product doctrine protects lawyers’ mental processes, not a client’s independent research. Because Heppner’s attorneys did not direct him to use Claude, the doctrine did not apply.
Want the implementation tool?
This post is based on the NDA Control Toolkit from the Locking in Leverage Masterclass. Subscribers to Big Exit Insiders get it free.
The Detail That Matters Most
The ruling revealed something our original post could only speculate about: what would have saved Heppner.
Judge Rakoff noted that if Heppner’s attorney had specifically directed him to use Claude—as part of counsel’s strategy for delivering legal advice—the AI tool might have been treated as an agent of counsel. In that scenario, privilege could have attached.
But Heppner acted on his own initiative. His lawyer didn’t direct the searches. And because he went it alone, none of the protections applied.
This is the most important takeaway for founders. The court didn’t say AI research can never be privileged. It said privilege depends entirely on whether your attorney is directing the work. The protective walls exist—but only if your lawyer builds them around you first.
What This Changes for You
Our original advice stands—and is now backed by a federal court ruling:
The risk we warned about is no longer theoretical. It is no longer a motion waiting for a ruling. It is established precedent in the Southern District of New York, one of the most influential federal courts in the country.
If you are using AI to research deal terms, analyze financials, explore valuation scenarios, or think through legal strategy for an upcoming exit—and you are doing it without your attorney directing that work—you are creating a library of unprotected material that can be subpoenaed, discovered, and used against you.
The fix is the same as before, but now it’s urgent: engage your M&A counsel before you start preparing. Have your attorney direct any AI-assisted research. Make sure the protective architecture is in place before you type your first prompt.
The smartest research in the world can’t protect you if it’s done outside the legal walls that were built to keep it safe.
And now, a federal judge has confirmed it.
Read the full original analysis:
Become a Big Exit Insider
Get the NDA Control Toolkit when you subscribe. Plus: biweekly deal intelligence, early framework releases, and priority access to the M&A Legal Masterclass.
Comments