My question on this is around management.

Yes awesome that frontier models rock.

But actually managing a nearly infinite group of ai interns {or insert any knowledge worker} is itself a trillion dollar problem. If you've ever tried it, you'll understand degrading returns due to human supervisor capacity.

What's the catch? What innovation did I miss that lets us manage a workforce to advance the scientific frontier? That's what needs to be open sourced yesterday.