Generative AI and Privilege: Practical Lessons from Two Early Decisions and What Comes Next

Two February 2026 federal court decisions addressed how existing privilege and work product doctrines apply to generative AI, with one court (in United States v. Heppner) denying privilege and work product protection where an executive used an AI platform without adequate confidentiality safeguards and without counsel’s direction, and another (in Warner v. Gilbarco) holding that a pro se litigant’s AI-assisted analysis via public AI platform was protected work product. These decisions signal that courts may apply existing doctrines to new technology in the legal context. Key considerations include whether the AI platform’s terms and privacy policies preserve confidentiality, the extent of attorney involvement in the AI-assisted work, and whether the materials were prepared in anticipation of litigation. Organizations should inventory AI tools and review their confidentiality terms, establish guardrails against AI use for legal analysis, and consider updating litigation hold protocols to account for AI-generated materials such as prompts and outputs.

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