“I remember the first time that we had virtual corporate cards. And if something was out of policy, it would stop you… we don’t have the same visibility… we’ll need an orchestration layer.”

“The business model around AI security university is corporate training, ... they need to bring the content inside their learning management system”

“We have an algorithm that will determine the best model… for 99% of the tasks… we spend $15-$5 million in AI-related spend… frontier models are used only for supervision”

“We've made it easy to verify automatically whether an AI system has solved this problem… when a new model comes out… it solved three new problems from our list”

“A 26 billion parameter models can already orchestrate full replication chains ... able to create small $9 billion parameters models that established interface on eight of the nine hardware types”