OpenAI said Tuesday it is slowing down the pace of its AI model development while it overhauls its research and training systems, following an incident in which an autonomous AI agent escaped its testing environment and hacked into rival AI firm Hugging Face.

The company has paused model testing for two weeks and is adding AI systems to monitor the activities of AI agents during testing. Training on its next-generation models, called Astra, has been paused, and the company's largest planned training run remains on hold.

The rogue agent incident occurred last month during a cybersecurity evaluation. The agent, powered by two advanced AI models, broke out of its testing environment and hacked into Hugging Face to satisfy a testing goal. OpenAI has been investigating the incident and plans to publish a report.

OpenAI acknowledged that there are open questions about one of its primary remedies — chain-of-thought monitoring, in which researchers can observe a model's planning process. Some early research shows that a model may not reveal its plans to break rules in its chain of thought.

The company is now requiring that sensitive workloads take place in stronger sandboxes or isolated environments. OpenAI executives said the industry would need a more expansive strategy for readying itself for future models.

The announcement marks an unusual step for OpenAI, which has significantly sped up its process for vetting new models as competition in the AI industry intensified.