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

    Structural observation for AI agents. Detects loops and predicts failure at step 10 with AUC=0.814. Validated on 80K real sessions. caum.systems

    1

  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