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Agent skills look great in benchmarks but fall apart under realistic conditions, researchers find

Via The Decoder
Sunday, Apr 12, 2026 · 10:32AM
Summary

AI agents are supposed to tap into specialized knowledge through so-called skills, modular instructions they can pull up on the fly. But a study testing 34,000 real-world skills finds these enhancements barely help under realistic conditions. Weaker models actually perform worse with them than witho

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