AI agent skills look great in benchmarks but fall apart under realistic conditions according to researchers

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From the articleAgent skills look great in benchmarks but fall apart under realistic conditions, researchers findAlso in DeepSeek V4.1-Flash Cuts Agent Memory Costs Fourfold With New Architecture

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

441e85161Article

DeepSeek V4.1-Flash Cuts Agent Memory Costs Fourfold With New Architecture