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  1. apart-hack apart-hack Public

    Python

  2. task-gaming task-gaming Public

    Pre-registered study: does the effort cost of the honest path drive task-gaming rates? Pre-commit Hook environment, E in {10,51,258}, 300 counted rollouts.

    Python

  3. trace-ai-mvp trace-ai-mvp Public

    Judge-reliability MVP: measures where an LLM judge can be trusted to rank human-AI collaboration transcripts, and abstains where it can't. Two-stage evidence-gathering judge + Bradley-Terry ranking…

    Python

  4. ZIVA ZIVA Public

    Python