Verification Is Not Knowledge: Science needs more than answers
The gist
Northwestern professor Jessica Hullman published an essay arguing verified AI science outputs aren't human knowledge.
No person could explain or answer for such claims.
How it unfolded
- Oct 10, 2026Mathematician Terry Tao posed a thought experiment in a talk: how comfortable would people be taking a cancer treatment produced by AI, with a formal certificate of correctness and a passed phase 3 trial, but without any human understanding of how it was found.
- Oct 30, 2026The Cosmos Institute published Hullman's guest essay "Verification Is Not Knowledge: Science needs more than answers."
- Nov 2, 2026The account BusinessIntelligence (@bimedotcom) posted on X summarizing the essay, saying the author argues AI-generated formally verified scientific outputs must not be mistaken for genuine human knowledge.