AI lab incident disclosure

OpenAI's collective-defense letter routes the near-term security budget into fundamentals

The letter gives organizations a window of months, which is short enough to rule out anything that needs a new vendor and a pilot, and leaves hygiene plus a model in the analyst's query path.