FastScience! inside!!
One engine, many industries
FastScience! runs on ARS-FS! v4.2, the Automated Research System. It turns a research question into a short, testable plan.
How the engine works
- Causal graph. Entities and cause-and-effect links extracted from the literature, stored as a graph.
- Discovery. Association mining surfaces candidate links the literature has not yet named.
- PRISM-9. The question is reduced to the nine entities that matter most, and everything else is pruned.
- Plan. The result is a scored, citation-backed set of experiments to run next.
Where it goes
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Biotech & drug discovery
Turn a hypothesis into a ranked, citation-backed experiment plan.
kwiKBio ↗ -
Disease research
Point FastScience! at a single disease and let patients and researchers push it forward together.
CrowdCureDisease ↗ -
Microbiome & consortia
Find the handful of organisms and conditions that actually drive the outcome.
Case study ↗ -
Climate & environment
Contract research for climate questions, run on the same engine.
ClimateCRO → -
Energy & water
Applied research for hydrogen, water and energy systems.
hydrojoule ↗ -
Labs & contract research
Match the planned experiment to a lab that can run it.
Marketplace ↗