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Your Agent's Pass Rate Doesn't Tell You Whether It Can Notice Its Own Mistake

This story is from 2026-10-26. It is preserved in the archive; the latest stories are on the live feed.

By Igor Eduardo · Austin, TX · https://igoreduardo.com A new benchmark paper, CUA-Recovery: Benchmarking Error Recovery in Long-Horizon Computer-Use Agents (arXiv 2610.27645, posted 2026-10-20), asks a question most agent scoreboards skip: when an agent inherits a workflow that already went wrong,…

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  1. 2026-10-26 07:18 · DEV Community — AI
    Your Agent's Pass Rate Doesn't Tell You Whether It Can Notice Its Own Mistake

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