Why frontier labs are slowing down—and why enterprises should pay attention

Part 2 of the AI-agent failure cost problem: after you collect the telemetry, who pays to turn it into diagnosis, remediation, and proof that the fix worked?

OpenAI's Hugging Face investigation put a number on agent forensics: more than 7 billion logs, millions of GPU-hours, and a reconstruction effort that was still ongoing.

It exposed a larger gap in how we assure autonomous AI execution.

While building AI systems was becoming easier, trusting them was getting harder. ChatSee provides the missing layer of Runtime Behavioral Assurance to ensure systems behave reliably at scale.