Read the Verification Ladder
Scale verification effort based on consequence, source dependence, and required expertise.
Use this ladder to choose the right amount of verification before acting on AI output. Verification effort rises with consequence Low-stakes wording help Internal phrasing, brainstorms, tone passes 1 quick self-check Source-bound summary Meeting notes, research packets, policy excerpts 2 source checks External or customer-facing claim Market facts, pricing, commitments, deck claims Owner review Regulated or high-impact decision Legal, medical, finance, employment, security, compliance Expert sign-off Low consequence Source dependent High consequence What is the right way to use the verification ladder?
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