A claim that can't be traced from sample to reasoning is a guess. The name is a promise not to make any.
Biomedical research is data-rich and hypothesis-constrained. Noemsera turns evidence into reasoning-ready objects. Autonomous agents generate hypotheses, evaluate mechanism, plan validation.
Seven capabilities close the circuit. Not a passive assistant — an active reasoning system that amplifies the loop.
Ingest biomedical evidence — literature, omics, EHR, imaging — as structured context, not unstructured text.
Organize data into reasoning-ready primitives: diseases, pathways, targets, cohorts, endpoints.
Reason over mechanism, pathway connectivity, cell–cell communication, and causal chains — not keywords.
Produce ranked, falsifiable hypotheses — with the evidence that supports and the evidence that refutes.
Identify supporting and contradicting evidence, quantify uncertainty, surface the missing experiments.
Propose concrete next steps: experiments, cohort analyses, multi-omics validation paths, replication designs.
Accumulate project memory so the agent evolves with the study, not against it.
The cognitive circuit closes: observation → mechanism → hypothesis → experiment → observation.
A project is a git workspace, a session a branch, a phase a signed tag. The loop is the repo.