Preserve the neighborhood.
Represent cells, proteins and patient context as connected states instead of isolated averages.
- Single-cell state
- Protein dynamics
- Patient topology
Platform 01 · Relationship-preserving biology
From hidden state
to testable move.
Helix connects cellular state, perturbation response and patient context inside one interpretable program map.
- Model type
- Multimodal state graph
- Output
- Ranked, testable hypotheses
- Modalities
- 06
- State nodes
- 128
- Proof gates
- 03
- Claim status
- Demo
Three proofs, one thread
Map.
Perturb.
Translate.
Ask the system to move.
Compare predicted and observed response under controlled perturbation, then expose disagreement.
- Target response
- Escape routes
- Uncertainty bounds
Carry proof forward.
Convert a biological pattern into a ranked intervention hypothesis with an explicit evidence trail.
- Assay design
- Biomarker logic
- Program decision
Interpretability is a product feature.
Trace every edge
Each state relationship keeps its contributing modality, dataset version and confidence range.
Surface disagreement
Conflicting signals remain visible so scientists can design the next differentiating experiment.
Version the decision
Program recommendations are snapshots with explicit inputs, assumptions and review history.
“The model should make the next experiment more obvious.”Helix Bio · fictional operating principle
Bring a target and a difficult question