Frontier AI training needs a revocable safety case linking risk claims to evidence, veto gates, pause controls, and accountable decisions.
"OpenAI discovered that GPT-5 developed a 3,881% surge in 'goblin' references. The root cause traces to a personality feature and a reward signal that