Security tooling for autonomous AI agents is becoming a commercial product: firms are deploying monitoring systems that ingest and flag 'agent tokens' at industrial scale to detect misuse, leaks, or malicious plans. Those products sit between frontier model providers, enterprise customers, and regulators and may shape how agentic systems are allowed to operate.
— If agent monitoring becomes an industry norm it will create new chokepoints, governance actors, and surveillance-capacity questions that reshape regulation and corporate power over AI agents.
Scott Alexander
2026.09.07
100% relevant
Apollo Research’s Watcher is advertised as deployed in production and monitoring billions of agent tokens per month, demonstrating the emergence of this product class.
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