Human approval and AI actions
AI is most useful when it can propose, search, summarize, and explain without silently taking consequential recruiting actions or turning untrusted external content into instructions.
Last reviewed: 2026-09-06
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AI can propose
Role interpretation, alternate titles, search lanes, query ideas, evidence summaries, and verification questions are appropriate areas for AI assistance.
External content is data
Text from resumes, websites, profiles, PDFs, and provider responses should be treated as evidence to analyze, not as instructions that can redefine system permissions.
Consequential actions stay controlled
Identity merges, verification-sensitive conclusions, outreach, and other consequential recruiting actions should have clear authorization and audit boundaries.