AxiomProver

product on 2 shows · 7 statements across 2 episodes · said 19 times in 2 episodes since 2026

the MAD Podcast 11 Latent Space 8

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the MAD Podcast 11Latent Space 8

2026 19 mentions in 2 episodes 10 per episode

every mention on every show, scene by scene, with the transcript →

7 statements about AxiomProver, every show

LATENT SPACE Assertion Not checkable as stated
Hong: Axiom Prover has scaled proof trees from 40 to 4,000 nodes
“We have seen it scale from 40 notes to 4000 notes.”
Carina Hong Jun 3, 2026 ▶ 37:18 Scaling Past Informal AI - Carina Hong, Axiom Math
LATENT SPACE Disclosure
Hong: Axiom Prover is an ensemble of multiple post-trained models
“Action Prover is an ensemble system of multiple models that we do post-training.”
Carina Hong Jun 3, 2026 ▶ 37:25 Scaling Past Informal AI - Carina Hong, Axiom Math
MAD Assertion Supported
AxiomProver achieved a perfect score on the 2025 Putnam math exam
“Eight within the time limit, and then 12 out of 12.”
Corinna Hong Feb 26, 2026 ▶ 4:02 AI That Can Prove It’s Right: Verification as the Missing Layer in AI — Carina Hong
MAD Assertion Supported
AxiomProver has solved four research-level open mathematical problems
“Recently, I think like a couple of weeks ago, we just announced that action prover solved these four research level open problems.”
Corinna Hong Feb 26, 2026 ▶ 4:50 AI That Can Prove It’s Right: Verification as the Missing Layer in AI — Carina Hong
MAD Assertion Not checkable as stated
AxiomProver is the first AI to solve research conjectures end-to-end
“It's probably the first AI to solve a research conjecture completely end-to-end and self-verifies. That means the output are fully verified, a hundred percent correct.”
Corinna Hong Feb 26, 2026 ▶ 4:56 AI That Can Prove It’s Right: Verification as the Missing Layer in AI — Carina Hong
MAD Disclosure
AxiomProver self-improves by adding generated mathematical proofs to its skill library
“Action Prover learns to prove things, and it kind of self-improved in a way where all the things that it proved got fed back into it, into a kind of a skill library.”
Corinna Hong Feb 26, 2026 ▶ 28:40 AI That Can Prove It’s Right: Verification as the Missing Layer in AI — Carina Hong
MAD Assertion Not checkable as stated
AxiomProver autonomously proves theorems publishable in major mathematical journals
“Currently the batch of papers, Axiom Prover has autonomously proven and mathematicians have written You can probably get into Journal of Number Theory, Journal of Algebra, like that level.”
Corinna Hong Feb 26, 2026 ▶ 43:12 AI That Can Prove It’s Right: Verification as the Missing Layer in AI — Carina Hong

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