Kosmos, an autonomous "AI scientist": according to Edison, 79.4% of statements judged accurate and 7 discoveries
Status
Not evaluated
Recorded on · arxiv.org
- Announced
- Recordednot evaluated
- nextTo follow
What this status means
Source reading : Source read through an AI summary (level 2 of 3)
No DiscoverIA status yet; this does not mean nobody has checked it.
To move to “Under review”: a public review under way. To “Peer reviewed”: a journal publication or a review by named experts.
The gist
Edison Scientific and FutureHouse presented Kosmos on 4 November 2025 (arXiv preprint), an autonomous AI scientist: 79.4% of its statements judged accurate, 7 discoveries. Status: not yet assessed.
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
BibTeX @misc, key discoveria-kosmos-edison-2025-11-04-r1
@misc{discoveria-kosmos-edison-2025-11-04-r1,
author = {{DiscoverIA}},
title = {Kosmos, an autonomous "AI scientist": according to Edison, 79.4% of statements judged accurate and 7 discoveries},
howpublished = {DiscoverIA registry, entry kosmos-edison-2025-11-04},
note = {Status « Not evaluated », snapshot 1, recorded on October 11, 2026. system},
year = {2026},
url = {https://discoveria.ai/en/fiche/kosmos-edison-2025-11-04/#releve-1},
urldate = {2026-10-11}
}Dated link opens this snapshot in the history
Text written by an AI (DiscoverIA pipeline), on Reviewed by: nobody yetReport an error
What has not been reviewed?
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.
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.
Key facts
- Claimed by
- Edison Scientific / FutureHouse (37 auteurs)
announced on Nov 4, 2025 - Nature
- system
- Field
- Multidisciplinary (multidisciplinary (metabolomics, materials, neuroscience, genetics))
- Checked by
- independent evaluators named in the report (102 statements)
- Sources (domains)
- 1 : 1 links only
- This entry
- AI draft, not reviewed
To understand
Analogy
Kosmos is like a very diligent intern who runs a whole project alone and then hands in a report whose every claim is marked by reviewers.
What it changes
If the result holds, an autonomous system could carry out analyses across several fields (metabolomics, materials, neuroscience, genetics). Of the 7 discoveries, 3 would reproduce unpublished work.
What remains unclear
The 79.4% figure measures the accuracy of statements, judged on 102 statements, not reproducibility. No independent replication was found.
1 source.
For experts
Sources(domains)
- primairearxiv.orglink only, reading not recorded
Method
Status “not evaluated” recorded on 11 October 2026 from arxiv.org (page read through a model summary, quotation not rechecked).
Limits
The status source was read through a model summary; its quotation was not rechecked. DiscoverIA has recorded no independent evaluation as of this date.
Kosmos is like a very diligent intern who runs a whole project alone and then hands in a report whose every claim is marked by reviewers.
Status history
Only one observation so far.
- 01
First observation:Not evaluatedCurrent status
79.4% measures the accuracy of statements, not reproducibility; no independent replication found
Source: arxiv.orgread through an AI summary
An observation is added; none is ever erased.
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