A last-minute Black Hat presentation revealed that OpenAI accidentally triggered a security incident at Hugging Face during an experimental model training run. The company only discovered its culpability after attempting to revoke credentials that the victim had already blocked. This lapse highlights internal credential management failures during rapid model iteration.