When Pro Se Plaintiffs Bring AI: Defending Against the Filing Surge, Fabricated Citations, and Rule 11 Risk

The barrier to filing just collapsed. Self-represented plaintiffs are turning out more pleadings, faster — and each one reads like real lawyering until you check the authorities. The volume is up, the polish is up, and the substance often isn’t there at all. A pro se opposition built on three cases that read perfectly — and don’t exist — still costs you hours and your client money to dismantle, and the judge is watching how you handle it.

Your own brief is held to the same bar. Since Mata v. Avianca, fabricated citations have stopped being a cautionary tale: courts have logged over a thousand documented incidents, and 2026 alone brought a published, precedential Ninth Circuit order (LNU v. Blanche) and a separate six-figure sanction against a single attorney. The duty attaches the moment you sign — not the moment the AI errs — and solo practitioners, small firms, and AmLaw partners have all drawn sanctions.

This session hands you the working tools: how pro se litigants deploy AI, how to take a fabricated filing apart efficiently, when to bring the court in, what Rule 11 and § 1927 actually reach, and the verification protocols that keep your own filings defensible. You’ll leave able to challenge a fabricated record, answer for your own, and turn an opponent’s AI misuse into your advantage.