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2 entries

Keyword: skillsbench

  • Article:Sumant Thakur

    Why AI Agents Are Wasting Time Thinking

    Sumant Thakur argues that the future of agentic systems lies not in infinite reasoning, but in compiling successful execution traces into deterministic meta-tools, structured skills, and platform workflows.

    AI & LLMs· Opinion

  • Video

    Video:AI Engineer

    Don't Ship Skills Without Evals: Best Practices from Google DeepMind

    Google DeepMind's Philipp Schmid explains why AI agent skills require systematic evaluation suites and how to build lightweight eval harnesses. Drawing on data from SkillsBench and internal practices at Google, he outlines how to write, structure, test, and eventually deprecate skills as foundation models improve.

    AI & LLMs· Talk

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