The gist
According to Penn, ApexGO designs antibiotic peptides with AI (announced in May 2026). Status: peer reviewed (Nature Machine Intelligence).
DiscoverIA status on October 11, 2026: peer reviewed, meaning published in a journal or reviewed by named experts.
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.
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-apexgo-peptide-antibiotics-2026-05-r1
@misc{discoveria-apexgo-peptide-antibiotics-2026-05-r1,
author = {{DiscoverIA}},
title = {ApexGO: AI-designed antibiotic peptides},
howpublished = {DiscoverIA registry, entry apexgo-peptide-antibiotics-2026-05},
note = {Status “Peer reviewed”, snapshot 1, recorded on October 11, 2026. New result},
year = {2026},
url = {https://discoveria.ai/entry/apexgo-peptide-antibiotics-2026-05#releve-1},
urldate = {2026-10-11}
}Dated link opens this snapshot in the history
To understand ≈ 20 s reading time, estimated
What it changes
If the result holds, AI could help propose new antibiotic candidates. This says nothing about an available drug: the record mentions no human trial.
What remains unclear
The Nature Machine Intelligence article page was opened. The in vitro and mouse results are known only from a search summary, not checked on the page; the stage of development is not specified.
For experts
Sources, method, key facts, status history, report an error
Status
Peer reviewed
Recorded on · nature.com
Step 3 of 4 on the scale: peer reviewed. Next step: formally verified.
- Announced
- Recordedpeer reviewed
What this status means
Source reading : Source read word for word (level 3 of 3)
Published in a journal or reviewed by named experts.
Sources
- Main sourcenature.compage read word for word · consulted on Oct 20, 2026 ·
A generative artificial intelligence approach for peptide antibiotic optimization
Method
DiscoverIA status: peer reviewed (published in a journal or reviewed by named experts). Set on October 11, 2026; source read on October 20, 2026 from nature.com (page read, quotation checked word for word: “A generative artificial intelligence approach for peptide antibiotic optimization”).
Limits
The status may change if a new source is published; the dated history stays visible.
Key facts
- Claimed by
- University of Pennsylvania
announced on May 2026 - Nature
- new result
- Field
- Biology and medicine (biology / pharmacology)
- Checked by
- peer review by the journal Nature Machine Intelligence
- Sources
- 1 : 1 read word for word
- This entry
- AI draft, not reviewed
Status history
Only one observation so far.
- 01
First observation:Peer reviewedCurrent status
Nature Machine Intelligence vol. 8, no. 5; received 2025-08-18, accepted 2026-04-09, published 2026-05-13; Penn Engineering page of 2026-05-13 (Ian Scheffler) read: senior…
Read the full reason
Nature Machine Intelligence vol. 8, no. 5; received 2025-08-18, accepted 2026-04-09, published 2026-05-13; Penn Engineering page of 2026-05-13 (Ian Scheffler) read: senior co-authors César de la Fuente and Jacob R. Gardner.
Source: nature.comread word for word
An observation is added; none is ever erased.
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