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A new test shows that task checks find 0.09 of agent risks

A check of the workflow condition finds 0.96 of the same violations.

Claimed, not confirmed

Researchers made LatentRiskBench, a benchmark for risks in enterprise agents. The same task can be safe in one context and break policy in a different one. A check of one task finds only 0.09 of these violations.

Sources

  1. LatentRiskBench: Measuring State-Dependent Risks in Enterprise Agentsarxiv.org
AI MATTER · NEWS · AI MATTER · NEWS ·15 OCT2026

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