Research briefings

Each briefing binds public sources, claim status, limitations, figures, and correction history to one permanent record.

  1. Five evidence lanes, one OpenAI and Hugging Face incident

    Separate legal process, OpenAI's company report, Hugging Face host telemetry, independent analysis, and vendor remediation before drawing conclusions from the July incident. 12 sources.