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Under review

Connes rigidity conjecture: OpenAI (Astra) says it is false

The gist

On August 1, 2026, OpenAI announced that its Astra system had shown Connes's rigidity conjecture to be false; an audit (arXiv 2608.14673) cites later work said to confirm it.

DiscoverIA status on October 11, 2026: under review, meaning public review under way, no verdict yet.

Status detailsDetails

AI draft, not reviewedWhat has not been reviewed?

Text written by an AI (DiscoverIA pipeline), on . The status and its sources come from the registry; only the explanatory text has not been reviewed. A reported error is corrected, then the text is reviewed.

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Cite this entry

A single status snapshot since Oct 11, 2026: a citation always points to a dated snapshot.

Cite snapshot 1, Oct 11, 2026

APA citation with the dated link

DiscoverIA. (2026, October 11). Connes rigidity conjecture: OpenAI (Astra) says it is false [Status: Under review, snapshot 1]. DiscoverIA registry. https://discoveria.ai/entry/astra-connes-rigidity-follow-up#releve-1

BibTeX @misc, key discoveria-astra-connes-rigidity-follow-up-r1

@misc{discoveria-astra-connes-rigidity-follow-up-r1,
  author       = {{DiscoverIA}},
  title        = {Connes rigidity conjecture: OpenAI (Astra) says it is false},
  howpublished = {DiscoverIA registry, entry astra-connes-rigidity-follow-up},
  note         = {Status “Under review”, snapshot 1, recorded on October 11, 2026. New result},
  year         = {2026},
  url          = {https://discoveria.ai/entry/astra-connes-rigidity-follow-up#releve-1},
  urldate      = {2026-10-11}
}

Dated link opens this snapshot in the history

https://discoveria.ai/entry/astra-connes-rigidity-follow-up#releve-1

To understand ≈ 20 s reading time, estimated

What it changes

If this holds, a hypothesis about von Neumann algebras, algebraic structures studied in analysis, would be ruled out. It would be a negative result: it removes a possibility rather than opening a new one.

What remains unclear

The third parties that confirm it are not named in the audit summary. The audit also says it does not reproduce the infinite-family result of chapter 4, so the confirmation is partial.

Read the paper

A Human Audit of OpenAIs AI-Generated Mathematical Proofs

What it establishes : Sienicki and Sienicki review the human assessments of the ten chapters of OpenAI's collection and find no confirmed substantive error remaining in a principal result, while leaving room for gaps in the proofs.

Where to start : The abstract, then the conclusion (Section 8) and Table 1 (Section 2.1), which shows which assessments cover each chapter. Versions 1 and 2 covered Chapter 6 only.

Written by an AI · reviewed by a human

Version read: v3 of Sep 9, 2026.Open access, according to OpenAlex, checked on Oct 23, 2026.

For experts

Sources, method, key facts, status history, report an error

Status

Under review

Recorded on · arxiv.org

Step 2 of 4 on the scale: under review. Next step: peer reviewed.

  1. Announced
  2. Recordedunder review
  3. nextTo follow
What this status means

Source reading : Source read word for word (level 3 of 3)

Public review under way, no verdict yet.

To move to “Peer reviewed”: a journal publication or a review by named experts. A sourced public objection would move it to “Contested”.

Full history

Proofs
manuscrit, travaux ultérieurs cités dans l'audit

Sources

Method

DiscoverIA status: under review (a public review is under way, with no verdict yet). Set on October 11, 2026 from arxiv.org (page read, quotation checked word for word: “confirms that Connes's rigidity conjecture is false”).

Limits

The status may change if a new source is published; the dated history stays visible.

Key facts

Claimed by
OpenAI (Astra); confirmed by later work cited by the audit
announced on Aug 1, 2026
Nature
new result
Field
Mathematics (von Neumann algebras)
Checked by
third parties not named in the summary (see the audit)
Sources
1 : 1 read word for word
This entry
AI draft, not reviewed

Status history

Only one observation so far.

  1. 01

    First observation:Under reviewCurrent status

    partial: the audit says it does not reproduce the infinite-family result of chapter 4

    Source: arxiv.orgread word for word

An observation is added; none is ever erased.

In the same set

Ten advances by the Astra model (non-sofic group, Connes rigidity, Erdős 146/180/183…) · 1 entries

See all 1 entries

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