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  1. caum-agent-waste-report-2026 caum-agent-waste-report-2026 Public

    State of AI Agent Waste 2026 — Analysis of 2,615,295 real steps. Failed sessions waste 3.4x more tokens in loops. Free report at caum.systems

  2. parameter-golf-caum parameter-golf-caum Public

    CAUM Systems entry for OpenAI Parameter Golf Challenge - training efficient LMs under 16MB

    Python

  3. parameter-golf parameter-golf Public

    Forked from openai/parameter-golf

    Train the smallest LM you can that fits in 16MB. Best model wins!

    Python