AI capability compounds. Human oversight doesn’t.

AI agents now take real actions. They issue refunds, send email, open records and run code. Every new model, prompt and tool changes what can go wrong, but red-teaming and review still grow one person at a time. The gap between what agents can do and what people can check is where failures go unnoticed.

Drift Safe Labs is an applied AI safety research lab. We’re building safety that keeps pace with the models.