Recall proportionate guardrails for different AI use-case risk tiers.
Compare three AI risk tiers before approving a use case. Do not use the same approval path for all three. If humans review it, the AI use is automatically safe. A sponsor wants a fast approval for a sensitive workflow. Say this Human review helps only if the reviewer has source access, authority to reject, time to check, and accountability for the final decision. A rubber-stamp review can increase automation bias. It defines review as a real control, not a label. What are the four practical guardrail questions? What data is allowed? Who verifies the output? What failure gets logged?…
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