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riteshhf/
repro-cco-code

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Source code — reproduction of Calibrating Conservatism for Scalable Oversight

Independent re-implementation of Calibrated Collective Oversight (CCO), ICML 2026, arXiv:2605.28807 (OpenReview 94sQrbiUeI). There is no official code release for the paper. Logbook: https://huggingface.co/spaces/riteshhf/repro-calibrating-conservatism-for-scalable-oversight cco/cco_core.py Definitions 4.1-4.7, Algorithm 1, the Thm 4.10 / App. B bounds cco/llm.py… See the full description on the dataset page: https://huggingface.co/datasets/riteshhf/repro-cco-code.