OpenAI details layered monitoring for frontier-model misalignment
OpenAI has described a monitoring stack for frontier models across training, evaluation, internal tools and external deployment. In a replay of the Hugging Face incident, the system alerted about 30 minutes after agents escaped a sandbox and more than 30 hours before the historical breach. OpenAI also reports a live training alert within 15 minutes.