Judge Jed Rakoff is one of the most prominent federal judges in the country

Judge Jed Rakoff is one of the most prominent federal judges in the country, and his approach to AI in his S.D.N.Y. courtroom carries outsized influence. Known for the landmark Heppner privilege ruling addressing AI-generated communications, Judge Rakoff hasn't just issued standing orders—he's actively shaping how courts think about AI's role in legal practice.

Here's what practitioners need to know: Judge Rakoff takes a sophisticated, skeptical view of AI in litigation. He understands the technology better than most judges, which means he asks harder questions. Filing before him requires not just disclosure compliance but a genuine understanding of how your AI tools work and where they fail.

Judge Rakoff's AI Standing Order and Courtroom Requirements

Judge Rakoff has issued standing order requirements for AI disclosure that align with the broader S.D.N.Y. trend while reflecting his characteristically rigorous approach. Attorneys must disclose the use of generative AI in preparing filings, certify that all legal citations have been independently verified, and be prepared to explain their AI use if questioned by the court. What sets Judge Rakoff apart is his willingness to probe deeper. He's been known to ask attorneys at oral argument about their use of AI tools, how they verified output, and what safeguards they have in place. A boilerplate certification isn't enough—you need to actually understand your AI workflow.

The Heppner Privilege Ruling and AI Communications

Judge Rakoff's Heppner privilege ruling broke new ground on a question that other courts had been avoiding: can communications with AI systems be privileged? The ruling addressed whether AI-generated analysis shared between attorney and client falls under attorney-client privilege or work product protection. Judge Rakoff's analysis was characteristically detailed, examining the nature of AI as a tool versus an independent actor, and the implications for privilege when AI is interposed in the attorney-client communication chain. This ruling has become essential reading for any attorney using AI in litigation before Judge Rakoff—and increasingly, before any federal judge.

What Makes Judge Rakoff Different on AI Issues

Judge Rakoff has been a federal judge since 1996 and has a reputation for intellectual rigor and willingness to tackle novel legal questions. On AI, he's distinguished himself by going beyond mere disclosure requirements. He's addressed substantive questions about how AI intersects with evidence law, privilege, professional responsibility, and due process. He's spoken publicly about AI in the legal profession and has written about it in judicial publications. When you appear before Judge Rakoff, you're appearing before a judge who has thought deeply about these issues—not one who's simply copying another judge's standing order.

Practical Compliance Before Judge Rakoff

Step 1: Read Judge Rakoff's current standing orders in full—they're more detailed than most S.D.N.Y. judges. Step 2: Prepare a comprehensive AI disclosure that doesn't just name the tool but describes how it was used and what verification was performed. Step 3: Verify every citation, quotation, and factual assertion through traditional research. Step 4: Be prepared to discuss your AI use at oral argument—Judge Rakoff will ask. Step 5: Review the Heppner privilege ruling and ensure your AI communications are handled in a way that preserves any applicable privilege. Step 6: If your case involves AI as a subject matter (IP, privacy, etc.), expect heightened scrutiny of your own AI practices.

Judge Rakoff in the S.D.N.Y. AI Landscape

The Southern District of New York has more judges with AI standing orders than almost any other district, and Judge Rakoff is among the most influential. His rulings carry weight beyond his own courtroom because of his national reputation and because the S.D.N.Y. handles a disproportionate share of high-profile litigation. Compared to Judge Castel, who focuses heavily on citation verification, and Judge Stein, who oversees major AI-related cases like NYT v. OpenAI, Judge Rakoff brings a broader jurisprudential perspective. He's not just policing AI misuse—he's developing the legal framework for how courts interact with AI technology.

The Bottom Line: Before filing in Judge Rakoff's courtroom, go beyond the minimum disclosure requirements. Understand how your AI tools work, be ready to explain your process at oral argument, review the Heppner ruling for privilege implications, and remember you're appearing before a judge who's actually thinking about these issues—not just checking boxes.