MoleculeLabs
AutoResearchautonomous research agents
Put a tireless researcher
on every experiment.
The autonomous loop
Every session is a complete researcher.
Not a tool you call once. AutoResearch runs the full scientific loop — until it hits the goal or a smart stop.
↻ Generative de novo — it invents molecules, then knows when to stop.
In flightcampaign livedocking · KRAS G12Ccycle 1 / 3gen 1 / 12best -7.40 kcal/mol
Watch a campaign invent molecules.
Generations evolve. Scores climb. A human gate stays in the loop. This is the product — not a metaphor.
| # | candidate | score | gen |
|---|---|---|---|
| 1 | AR-33 | -6.80 | 1 |
| 2 | AR-27 | -6.65 | 1 |
| 3 | AR-19 | -6.50 | 1 |
| 4 | AR-11 | -6.35 | 1 |
| 5 | AR-04 | -6.20 | 1 |
human approvalawaiting · cycle plan
One engine
Twelve experiments. One spine.
Learn it once; it grows into your whole pipeline — same approval gate, same audit trail.
ObservabilityEvery decision
Every decision
on the record.
Pharma-grade traces from brief to report — council debate, approvals, GPU runs, and scores. Nothing silent. Nothing faked.
Built by Manmohan Sharma · foundation models with Berkeley & NERSC
See an agent run a campaign — live.
A 30-minute technical briefing. Real campaign. Full trace. No slideware.
Request a briefing