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Four verdicts instead of "done": grading an AI agent's claims on an evidence ladder

This story is from 2026-09-07. It is preserved in the archive; the latest stories are on the live feed.

An agent's most expensive habit is not being wrong. It's reporting done on work nothing actually checked, in the same tone it uses for work that was. Nothing in the loop distinguishes "I ran it and watched it behave" from "I edited a file and inferred the rest." Here's the scene that made me write…

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  1. 2026-09-07 04:35 · DEV Community — AI
    Four verdicts instead of "done": grading an AI agent's claims on an evidence ladder

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