Who verifies the verifier? Notes on DeepMind's formal proof-search paper
DeepMind has developed an AI-driven formal proof search that autonomously resolves mathematical problems. This new approach allows for proofs to be generated and verified using a language model and a compiler, significantly reducing the need for human verification. While this advancement is promising, it does not yet address the challenge of formalizing complex proofs that are currently beyond the capabilities of existing tools.
- ▪DeepMind's AI resolved 9 of 353 open Erdős problems and proved 44 of 492 open conjectures.
- ▪The AI generates proofs in Lean, which are then verified by a compiler, making the process more scalable.
- ▪The current limitations of the AI include its inability to tackle proofs that require deeper mathematical frameworks not yet supported in Lean.
Hacker News (Newest) files mainly under programming. We currently carry 5,306 of its stories.
Story provenance
Source · retrieval · rights · ranking — open for full record
inspect →
Story provenance
Attribution is not the same as permission. This drawer separates discovery metadata, excerpts, WeSearch-generated summaries, reuse status, and whether the publisher receives the visit. Nothing here claims a legal grant the publisher has not made.
Record
| Original publisher | Korbonits |
| Canonical URL | https://korbonits.com/blog/2026-05-28-who-verifies-the-verifier/ |
| Publication time | Sat, 30 May 2026 04:13:08 +0000 |
| Retrieval time | 2026-05-30T04:41:57.269Z |
| Last seen | 2026-05-30T04:41:57.269Z |
| Headline source | Publisher (no WeSearch rewrite) |
| Excerpt source | publisher body |
| Excerpt method | First ~120 words (~800 chars) of extracted publisher body, fair-use limited. |
| Summary | WeSearch · cerebras-chat (WeSearch summarizer) |
| Summary source text | contentText |
| Citation coverage | Summary is a WeSearch-generated derivative; primary citation is the original publisher URL. |
| Cluster | mTdvz0hUR7sE |
| Cluster logic | Grouped by semantic title/content similarity across sources within a rolling window. Same-publisher template collisions are excluded from coverage comparison. |
| Ranking reason | Story pages are not engagement-ranked. Hub feeds use recency, with optional source-diversified chronological ordering (cap consecutive stories per source). No personalized ranking. |
| Publisher visit | Yes — open original |
| Substitutes article? | No — link-out required for full text |
Rights status (four layers)
WeSearch handling by dimension
| Indexing | May the item be indexed (stored, ranked, made findable)? | Allowed |
| Snippet | May a short excerpt of the publisher's text be shown? | Allowed |
| AI summary | May WeSearch generate its own short summary of the article? | Limited |
| Retrieval / RAG | May the content be exposed for third-party retrieval-augmented generation? | Not asserted |
| Model training | May the content be used to train AI models? | Not asserted |
| Commercial reuse | May the content be reused commercially? | Not permitted |
Basis: Derived from the published RSS/Atom feed. Contact: [email protected]. Reviewed: 2026-07-24.
Opening excerpt (first ~120 words) tap to expand
May 28, 2026 · 14 min read Who Verifies the Verifier aimathematicsverificationlean Contents Who Verifies the Verifier Two frontiers Inside problem #125 The machine tried to cheat The frontier that’s still open Quis custodiet Who Verifies the Verifier Three days ago I published an essay that ended on a problem I couldn’t see a solution to. The short version: an AI had disproved one of Erdős’s conjectures, the result was real, and it was verified — but verified in the only way we currently know how, which is that nine of the world’s relevant experts — one of them a Fields medalist — read a hundred-page argument over a weekend and put their names on it. That doesn’t scale.
…
Excerpt limited to ~120 words for fair-use compliance. The full article is at Korbonits.
Discussion
0 commentsMore from Korbonits
