This morning your AI agent worked one client's matter. This afternoon it is on another, and because it remembers, it carries the first client's context into the second. In law, that one disclosure can waive privilege.

This episode breaks down why a single AI agent shared across client matters is a structural confidentiality risk. Why privilege is fragile and waiver can be permanent. Why cross-matter bleed is a conflict and an ethics problem, not just a technical bug. And what per-matter isolation looks like when the wall is built and logged.

Privilege is binary. It holds, or it is waived.

Keywords: attorney-client privilege, legal AI, AI agents law firms, client confidentiality, matter isolation, conflict of interest, AI governance, legal tech, agentic AI, CTO, general counsel

This is Maya. New episodes three times a week.

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