LLM Agents Do Not Reliably Follow Company Policies
A new benchmark that tests whether AI agents can follow long company policies during realistic work
AgenticFailureModes
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LLMs Corrupt Your Documents When You Delegate
A large-scale study on long-horizon document tasks.
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Self-Generated Agent Context Files Don't Help Either
Self-generated agent context files don't help.
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Self-Generated Skills Don't Help
Curated skills boost agent performance by 16 points; self-generated ones don't help at all.