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Practical Magic  /  Economics

Anything you type into an AI for legal research is likely 'discoverable' by your legal opponents in court.

Most users assume their interactions with generative AI are private, similar to a search engine or a personal draft. However, because data is processed by third-party servers, it fails the 'confidentiality' requirement for attorney-client privilege, meaning your legal adversaries can legally force you to hand over your AI chat history to see your strategy's weaknesses.

Original Paper

Discovering a Conversation with a Machine Friend: AI-Assisted Legal Research as an Unmitigated Litigation Vulnerability

Justin Abdilla

SSRN  ·  6227600

On February 10, 2026, a federal judge ruled that every document a criminal defendant generated using a commercial AI tool was discoverable. The ruling in <em>United States v. Heppner</em> applied existing privilege doctrine to AI-generated legal research and found it protected by neither the attorney-client privilege nor the work product doctrine. The result is architecturally inevitable: because commercial AI platforms route queries through third-party servers, every interaction fails the confi