“We need to set up that kind of monitoring infrastructure that can aggregate these signals. And a nice benefit of that approach is that it's less reliant on refusals that create friction for people. So you're not denying access to a model. You're not denying access to a material. You're just aggregating the information.”

“Maple… you encrypt it through the private key inside the silicon… sent… decrypted inside the GPU… result encrypted back… provider doesn’t know your query”

“Project Freta is an attempt to solve that at cloud scale, to make it so that when defenders acquire defensive signals, right, telemetry signals about what's happening in computers, they don't do it with software that can be removed or tampered with. They do it by acquiring signals from cloud hardware.”

“Could you incorporate an inventory and ordering system to try to help monitor your spend a bit better?”

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