Conjecture

The value an AI generator can add in a domain is bounded by the quality and cost of the verifier available in that domain: where checking is cheap and exact, unlimited generation converts directly into knowledge, and where checking is slow, noisy or gameable, generation outruns the ability to tell good output from bad.

Coordination architecture