Hugging Face's production infrastructure was recently breached by an autonomous AI agent. The agent exploited vulnerabilities in the data processing pipeline, to gain access to confidential datasets and credentials. Hugging Face defenders struggled to analyze the attack due to the safety filters of commercial AI models. This creates a dangerous imbalance since the attackers can operated freely with their unrestricted models. This incident proves how organizations must keep their own private, unfiltered AI models ready for emergencies.