Anthropic's internal systems were breached in under 12 hours by a cybersecurity startup using AI agents, exposing sensitive employee and company data; this highlights a significant vulnerability in the administrative software used by AI companies, potentially increasing security risks and costs for organizations running LLMs and agents in production.