Research that shows its work.
What we're working on, how we measure it, and a live window into the newest papers on any topic.
Four problems we work on.
Reading four databases as one.
Turning literature, trials, compounds and protein targets into one ranked view of a disease, with every claim traceable to a record. Measured by an automated grounding score on every brief.
Approved drugs, new diseases.
Finding approved and clinical-stage compounds that already act on a disease's targets, where the safety work is partly done.
Catching what the model missed.
Withdrawals, stopped trials and trials that never reported. Rules-based checks after the AI step, backed by a curated, sourced list of withdrawn and discontinued drugs. Read more
Every known disease, and the unknown.
A catalog built on the Human Disease Ontology (12,418 diseases, CC0), with curated detail starting with herpes simplex and an explicit "not in catalog" share when ranking findings.
What happens in Alzheimer's disease
Plaques, tangles and the antibody drugs now in trials.What goes wrong in cystic fibrosis
A broken chloride channel, and the modulators that reopen it.New papers, straight from PubMed.
Pick a topic to see papers published since the start of last year. This is a live query, not a curated list.