Development

Nineteen agents optimize perovskite synthesis in three and a half hours

development2026-02-11

Claim

A Chinese multi-agent robot system coordinated nineteen language model agents to optimize perovskite synthesis in three and a half hours, a task that normally takes months.

Reported metric: 3.5 hours

Reporting date: 2026-02-11 (not necessarily the event date)

Sources

Attribution and reporting linked by this record; links do not imply independent verification.

Welcome to February 11, 2026 (theinnermostloop.substack.com)

Knowledge graphopen in browser →

Reported in

Welcome to February 11, 2026

Actor

Government of China

Evidence for

Supersedes

OpenAI says there is no reason for grad students to pipette

Referenced by

Cite or correct this record

Citation formatCitation text

Nineteen agents optimize perovskite synthesis in three and a half hours
Innermost Loop KB — secondary record
Reporting date: 2026-02-11
KB permalink: https://nicholsn.github.io/innermost-loop-kb/developments/2026-02-11-nineteen-agents-optimize-perovskite
Claim: A Chinese multi-agent robot system coordinated nineteen language model agents to optimize perovskite synthesis in three and a half hours, a task that normally takes months.
Attributed sources:
- Welcome to February 11, 2026 — https://theinnermostloop.substack.com/p/welcome-to-february-11-2026
This citation does not imply independent verification of linked-source claims.

Suggest a correction — opens a GitHub draft for you to review and submit.