Science that runs itself
A shared digital twin of disease. An AI that finds gaps and designs discriminating experiments. Protocols that compile. Labs that execute. Results that update the twin — a closed loop whose only speed limit is physical time.
Watch the organism think
Play, pause, or step the research pulse. Click a station to jump into its deep-dive.
Waiting for pulse…
Digital Twin
Interrogate a shared causal model that spans molecular → clinical. Hover a node — watch influence cascade across scales.
Interrogation readout
Metformin
Scale · molecular
Downstream influences
Path belief (avg)
Belief-band thickness encodes confidence. Dashed red edges are gaps — places the Science Engine should look next.
Science Engine
Find the gaps. Rank hypotheses by expected value. Design the experiment that discriminates among mechanisms.
- Metformin → SGLT2 untested
- SGLT2 → glucose path thin
- SGLT2 → lipids missing RCT
- AMPK → inflammation belief band wide
Reasoning trace
Protocol Compiler
A declarative experiment intent compiles into design, protocol, and instrument steps — then matches a capable lab.
Required
Boston-07
Boston
Oxford-03
Oxford
Singapore-01
Singapore
Zurich-04
Zurich
Tokyo-09
Tokyo
Cape-02
Cape Town
Lab Network
Validated robotic and cloud labs execute the protocol. Physical time is the only real latency — then model-ready data flies home.
Active node
Boston-07
Boston · n = 1,240
Waiting for assay completion…
Closed loop
Results don't sit in a PDF — they update the twin. Belief bands tighten. The next cycle starts smarter.
Before
AMPK → Inflammation
0.42
belief
Prediction revised
cycle —
After
AMPK → Inflammation
0.42
belief · band tighter
Velocity
Traditional science is a relay of years. The IGoR loop compresses it to the speed of physical experiment — humans steer, approve, and interpret.
Timeline compression
Researcher in the loop: ask questions, approve designs, veto unsafe protocols, interpret surprises.
Idea → result
Loop replaces handoffs
Gap → experiment
Science Engine proposes
Protocol reuse
Compiled, interoperable
Model update lag
Results flow into twin
Wasted trials
Only experiments that resolve paths
Human role
Ask, veto, interpret
This vision, grounded in what we already build
The twin, the intervene → predict → test → update loop, and living evidence are shipping today. The rest of the organism is the roadmap.
Illustrative fiction inspired by the IGoR program vision. Not a scientific claim.