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