A CERN for AI-assisted science
The author argues that the scientific community must urgently establish publicly funded frontier AI systems to counter the dominance of private companies in research. Current reliance on private AI creates significant risks regarding data confidentiality, the protection of unpublished work, and the misalignment of corporate incentives with scientific values. Public access to these tools is essential to reduce resource asymmetries and ensure that early-career researchers are not disadvantaged by the rapid pace of AI-driven discoveries.
- ▪OpenAI's recent announcement of a solution to the Navier-Stokes Millennium Prize problem has sparked controversy and highlighted the need for an institutional response from the scientific community.
- ▪Private control of frontier AI poses risks to data confidentiality and the protection of unpublished research, as seen in recent controversies involving mathematical proofs.
- ▪The incentives of private companies prioritize speed and spectacular results, which can undermine the careful verification and human understanding required in scientific progress.
- ▪Early-career researchers face a disadvantage because their years of work can be quickly surpassed by AI-assisted efforts from well-resourced organizations.
- ▪Access to the most capable AI models is currently unequal, with some significant scientific advances being produced using unreleased internal models not available to the general public.
Hacker News (AI / LLM) files mainly under ai. We currently carry 5,769 of its stories.
Story provenance
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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 | What's new |
| Canonical URL | https://terrytao.wordpress.com/2026/09/17/a-cern-for-ai-assisted-science/ |
| Publication time | Mon, 21 Sep 2026 00:00:39 +0000 |
| Retrieval time | 2026-09-21T00:18:47.148Z |
| Last seen | 2026-09-21T00:18:47.148Z |
| 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 | tidF2LBZrrsY · 1 stories |
| 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
[This is a guest post by Dimitris Koukoulopoulos. This blog post was initially written in a different file format and converted using AI. — T.] At the 2026 World Cup semifinal, England led Argentina 1-0 with less than twenty minutes left. And then the momentum completely changed: England switched to a much more defensive formation, withdrawing attacking players and retreating deeper. The Argentinians started attacking in waves. They equalized in the 85th minute and scored the winner in stoppage time. England’s defeat offers a valuable lesson: when trying to avoid the worst outcome, fear and passivity are not your friends.
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Excerpt limited to ~120 words for fair-use compliance. The full article is at What's new.
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