General intelligence requires
specific mastery.

The first epoch of artificial intelligence was built on the open web—a vast, chaotic, and largely generic corpus of human text. We have reached the limits of this resource.

The next frontier isn't about more data; it's about better truth.

Frontier models have hallucinated for too long because they lack the grounding of expert intuition. To solve protein folding, nuclear fusion, or formal verification, models must be trained not by crowd-workers, but by the scientists who wrote the papers in the first place.

Peer AI is the bridge. We are building the sovereign layer of expert verification. We believe that scientific knowledge is the most valuable currency of the coming century, and it must be labeled, verified, and valued accordingly.