Coscientist: a GPT-4 agent plans and runs real chemistry experiments from plain-English prompts
Result confirmed
The takeaway
Gabe Gomes’s group (Nature, Dec 2023) built Coscientist, a GPT-4-based agent that searches documentation, writes code and drives lab automation.
Status
- Claim
Result confirmed
- Our reporting
- High confidence
- Verification
- Peer-reviewed
- Importance
- 3 of 5
- Last verified
- 29 September 2026
Your AI and this story
- GPT-6 AstraIn its training data
- Claude Opus 5.5In its training data
- Gemini 4 HydrogenIn its training data
- Grok 4.7In its training data
It happened before the cutoffs of all four assistants, so it can be in their training data.
Key facts
- GPT-4 with web search, documentation search, code execution and robotic liquid-handler control
- Successfully executed and optimised Suzuki and Sonogashira couplings
- Capability demonstration rather than a new chemical discovery
What happened
An LLM was connected to laboratory tools and asked in natural language to carry out reactions, which it planned, coded and ran.
Why it matters
It was the first peer-reviewed LLM agent operating a physical lab, a precursor of 2026’s AI-run labs.
Sources
2 sources from 2 sites. Numbers match the chips in the text.
2 sources: 1 primary, 1 press
Primary
- Autonomous chemical research with large language models (Nature)nature.com, paper
Press
- Chemistry World: first GPT-4-powered AI lab assistantchemistryworld.com, press
Changes
- Filed