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AI-FOR-LEGAL4 MIN READ

Privilege and Waiver Quick Deck

Recall the control moves that keep AI-assisted privilege review from becoming a waiver risk.

battlecard comparison Waiver prevention What is the highest-risk blind spot in AI privilege tagging? False negatives in the documents marked clean. Privileged material in the production set creates the waiver problem. Sample the clean bucket, not only the privileged bucket. Objection The model says these are not privileged, so reviewer time is better spent elsewhere. A production lead wants to skip sampling clean documents. Your line The clean bucket is exactly where waiver risk hides. We need a false-negative sample before production. Reviewing only documents the model already suspects. It ties the control to the actual harm: producing privileged documents.…

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