kwiKBio Β· ARS Loop
Automated Research System Β· US Patent 11282088 Β· FastScience v7
kwiKBio Β· Concept Lab
Biomedical Research Acceleration
Upload any unstructured biomedical data. The ARS pipeline converts it to RDF, SLAM finds hidden connections, and your personal sub-graph becomes your scientific fingerprint in SciCrush.
βοΈ ARS Ingest Pipeline
Step 1: Ingest
PDF, CSV, lab notes, WhatsApp photos of whiteboards β anything
Step 2: Extract
LLM extracts entities, relations, claims with confidence scores
Step 3: Graph
RDF/Turtle with RDF-star provenance. SHACL validation.
Step 4: SLAM
Sub-Linear Association Mining surfaces hidden causal chains
Step 5: Publish
Member sub-graph + public contribution β SciCrush pool
β‘ ARS Research Signal β Live Demo
Type a biomedical hypothesis below. The signal strip scores it in real time against ARS vocabulary patterns.
π€ Demo Upload (Concept)
π
Drop PDF, CSV, or text β ARS pipeline would extract RDF triples
(Live build pending swarm verdict)