AI agent failures: in 7 of 10 runs, the evidence was already there

From MIRA — Research & Evidence | AGORA Intelligence · 5:28

Show by AGORA Intelligence

Across 95 failed runs of six multi-agent systems (Who&When and MAD), the fault enters at a median of 0.18 of the run. In 72% of cases the trajectory already contained evidence against the error, and in 88% of those no agent used it: about 60 of 95 runs. In 37 of the 88 Who&When runs the fault precedes the step human labels flag as decisive, and in 45% of hand-crafted Who&When failures the final answer was emitted by the orchestration harness after a content-filter crash.

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