“We put a lot of effort into real-time monitoring as these models are working, making sure you have good telemetry into what's happening and can intervene in real time”

“The agreement encourages companies to implement robust internal controls to monitor the capabilities of AI models. It's voluntary, at least for now.”

“Implement access logging, least-privileged principles, and monitoring for unusual queries against HR systems.”

“‘a monitor actually observes in real time an action an agent is doing, it decides to block it… would have helped and prevented the actual incident’”

“Kun's current approach is to use Anthropic models as a complete system, with Opus for planning, Sonnet for implementation, and calling on Fable when things go sideways.”