Judge William Alsup of the Northern District of California is arguably the most technically sophisticated federal judge in the country, and his approach to AI disclosure reflects that expertise. The judge who once taught himself Java to understand Oracle v. Google's code isn't going to accept vague certifications about AI use—he wants specifics.

Judge Alsup is presiding over Bartz v. Anthropic, one of the defining AI cases of this era. If you're filing before him, understand that he knows more about how large language models work than most attorneys do. His AI disclosure expectations aren't based on fear of the unknown—they're based on genuine technical understanding of where these tools fail.


Judge Alsup's AI Disclosure Approach

Judge Alsup's approach to AI in his courtroom reflects his broader judicial philosophy: understand the technology before regulating it. His AI disclosure requirements expect attorneys to not only disclose AI use but to demonstrate a working understanding of the tools they've employed. This means generic statements like "AI was used for research assistance" won't cut it. Judge Alsup expects specificity—which model, what prompts, what the output was, and what verification was performed. He's applied this level of technical rigor throughout his career, from the Oracle v. Google patent case to current AI litigation.

The Bartz v. Anthropic Context

Judge Alsup is presiding over Bartz v. Anthropic, a significant case addressing AI training data and copyright. This means he's simultaneously developing deep expertise in how large language models work while overseeing attorneys who may be using those same models to prepare their filings. The irony isn't lost on anyone in the courtroom. For practitioners, this creates a unique dynamic: your judge understands the technology you're using, possibly better than you do. Any attempt to minimize or obscure AI use in filings will be spotted immediately. Judge Alsup has the technical background to identify AI-generated text patterns and hallucination indicators.

What Makes Judge Alsup's Technical Scrutiny Different

Most judges who've issued AI standing orders are working from a position of reasonable caution about an unfamiliar technology. Judge Alsup is working from a position of deep technical knowledge. He taught himself to code during Oracle v. Google. He's spent hundreds of hours reviewing technical documentation about large language models in the Anthropic case. He understands concepts like temperature settings, token prediction, context windows, and hallucination patterns at a level few non-technologists achieve. This means his expectations for AI disclosure are more technically informed—and more demanding—than virtually any other judge's.

Compliance Steps for Filing Before Judge Alsup

Step 1: Understand your AI tools at a technical level before using them on a filing for Judge Alsup's courtroom. Know which model you're using and its limitations. Step 2: Disclose AI use with specificity—tool name, model version if known, and the nature of the assistance. Step 3: Verify every citation and factual assertion through traditional research, and document your verification process. Step 4: Be prepared for technically informed questioning at any hearing. Judge Alsup may ask about your AI workflow in detail. Step 5: If your case involves AI technology as subject matter, expect heightened scrutiny of your own AI practices. The optics of using AI carelessly while litigating about AI won't serve your client.

Judge Alsup vs. Other N.D. California Judges on AI

The Northern District of California has become the epicenter of AI litigation, with judges including Yvonne Gonzalez Rogers (Musk v. OpenAI), Rita Lin (xAI v. OpenAI), Vince Chhabria (Silverman v. Meta), and Eumi Lee (Concord v. Anthropic) handling major AI cases. Judge Alsup stands out for his technical depth. While other N.D. California judges have issued practical AI disclosure requirements, Judge Alsup's expectations reflect a judge who genuinely understands the technology. The district hasn't adopted a uniform AI policy, so requirements vary by judge—but Judge Alsup's courtroom is consistently the most technically demanding.

The Bottom Line: Before filing in Judge Alsup's courtroom, make sure you understand your AI tools at a technical level—not just how to use them, but how they work. He'll know if you don't. Prepare detailed disclosures, verify everything, and be ready for the most technically informed judicial scrutiny you'll encounter anywhere.

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.