The shift from chat-based models to agents required providing agents with entirely new tools.

“the big obvious example is like from chat to like agents where you had to give them entirely new tools right but like i think this new version of like oh it can modify its own harness right this is like uh an own harness loop is like a way of using its capabilities right or like it can build an artifact and like i think the way i think about it is like”