Keep a Screening Guardrails Deck at Your Desk
Recall the key screening guardrails that keep AI tied to explicit evidence and review rules.
When someone says speed matters most We just need AI to get us to the top candidates quickly. Your line Speed is useful only if the screen is tied to explicit must-have evidence and unclear misses get reviewed. Do not accept speed as a reason to let proxies or unexplained low scores drive rejection. It keeps throughput in view while reasserting the control condition. Which ranking signal is safer? Signal check Safer ranking starts from evidence-heavy signals, and even then it should be reviewable. What should trigger human review before rejection? Any low-match result that is ambiguous, weakly explained, or…
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