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Platform & handoff
Safety — research-use boundaries.
Research software with explicit uncertainty. The safety boundaries DiscoveryLab operates within.
Research use
Research software with explicit uncertainty.
DiscoveryLab is for drug research, discovery planning, and candidate prioritization. It is not a substitute for regulatory review, clinical judgment, laboratory validation, toxicology, or controlled studies. Formal verification means the encoded claims follow from encoded assumptions; it does not prove that the biology is complete or clinically true. The claim ledger keeps heuristic triage, reduced physics, calibration artifacts, formal checks, and wet-lab observations separate.
- ▢no clinical claims
- ▢no diagnostic use
- ▢no automated prescribing
- ▢formal claims tied to assumptions
- ▢no calibrated probability without artifact
- ▢evidence gaps surfaced explicitly
- ▢heuristics labelled as triage only
More on platform
Related on this track
Experiments
Validation and assay planning.
AI Scientist
Research loop and next-action reasoning.
Latest results
BioFoundation, wet-lab prep, and Bio-JEPA run.
Agents
Agent-facing operational surface.
Architecture
System layers and contracts.
Modality router
Modalities and enforced claim discipline.
Gut–vagus graph
Curated peptide/receptor seed for the vagal axis.
Operations
Run, review, and inspect surfaces.
LabSpace
Partner handoff and returned results.
Snapshot
Observation half of the improvement loop.
Learning loop
Bounded recursive evidence improvement.
Technical credibility
Evidence, calibration, and claims.
Mathematical framing
Why the model is bounded.
Demo
Final call to action.
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All sections on the platform track.