Judge David Novak is one of three Eastern District of Virginia judges who began requiring AI disclosure in January 2024, joining Chief Judge Lauck and Judge Young in bringing AI accountability to the Rocket Docket. His background as a former federal prosecutor gives him the same instinct for identifying unreliable information that makes AI-generated errors particularly risky in his courtroom.
The E.D. Va. moves faster than almost any other federal court. Judge Novak's AI requirements exist because speed without verification is a formula for disaster, and generative AI makes it easier than ever to produce convincing-looking filings that don't hold up under scrutiny.
Judge Novak's AI Disclosure Requirements
In January 2024, Judge Novak began issuing scheduling and pretrial orders requiring all parties who use AI to prepare any filing to identify the use of AI and provide a certification that they have reviewed all citations for accuracy. This requirement is part of the case-specific pretrial orders rather than a standalone standing order. Judge Novak implemented this requirement simultaneously with judges Lauck and Young, creating a coordinated approach across multiple E.D. Va. courtrooms. The certification applies to all filings—motions, briefs, responses, and discovery-related documents.
Prosecutorial Background and AI Scrutiny
Before joining the bench, Judge Novak served as a federal prosecutor, developing skills in evaluating evidence reliability, identifying inconsistencies in documentation, and challenging the accuracy of legal representations. These prosecutorial instincts translate directly to how he evaluates court filings. AI-generated content that contains subtle inaccuracies—a citation that exists but doesn't support the proposition cited, a quotation that's slightly altered from the original, or a factual assertion that's almost right but not quite—is exactly the kind of unreliable information a prosecutor is trained to catch. Judge Novak's background makes his courtroom especially dangerous for sloppy AI use.
The Rocket Docket Dynamic
The E.D. Va.'s famous speed creates a unique AI compliance challenge. Discovery deadlines are compressed, briefing schedules are tight, and trial dates arrive faster than in most districts. This pace means attorneys produce more filings in less time, increasing both the temptation to use AI and the risk of submitting unverified work. Judge Novak's AI requirements are designed for this reality. They don't slow the docket down—they create a checkpoint that ensures attorneys are verifying their work even when moving at Rocket Docket speed. The certification requirement takes minutes to comply with if you're already verifying your citations.
Practical Compliance Steps
Step 1: Read the scheduling order in your case immediately upon receiving it—Judge Novak's AI requirements are embedded there. Step 2: Set up an AI verification protocol at case inception. On the Rocket Docket, there's no time to build one later. Step 3: Every time you file anything, check whether AI contributed to any part of the filing. If it did, include the disclosure and certification. Step 4: Verification means running citations through Westlaw or Lexis—reading the AI output doesn't count. Step 5: In criminal cases, apply extra scrutiny to sentencing calculations, statutory references, and Fourth Amendment precedent. Judge Novak's prosecutorial background means these areas get special attention.
Criminal Docket and AI Stakes
Judge Novak handles criminal cases where AI errors carry constitutional consequences. A defense attorney who submits an AI-generated suppression motion with fabricated Fourth Amendment precedent isn't just risking sanctions—they're risking their client's freedom. A prosecutor who files an AI-assisted sentencing memo with incorrect guidelines calculations could result in an unlawful sentence. Judge Novak, as a former prosecutor, understands these stakes intimately. His AI requirements in criminal cases aren't bureaucratic overhead—they're safeguards against injustice. Every citation in a criminal filing must be verified independently, regardless of the tool that produced it.
The Bottom Line: Judge Novak requires AI disclosure and citation certification in his pretrial orders, and his prosecutorial background makes him especially skilled at catching AI-generated inaccuracies. Build verification into your Rocket Docket workflow, verify every citation independently, and apply extra care in criminal cases.
AI-Assisted Research. This piece was researched and written with AI assistance, reviewed and edited by Manu Ayala. For deeper takes and the perspective behind the research, follow me on LinkedIn or email me directly.
