Scientific Consensus Engine

Agents that continuously ingest scientific papers, patents, and preprints; identify gaps in existing knowledge; generate novel hypotheses; and update their conclusions as new data emerges."

Why This Matters 2M+ papers published per year — doubling every 12 years No human can read more than ~300 papers/year with full comprehension Hidden connections between research fields are systematically missed 68% of preclinical research is irreproducible — we need automated evidence validation Our Solution A multi-agent debate arena where specialized agents argue for and against a scientific hypothesis using real literature. The Consensus Hardening Protocol governs the debate, ensuring traceable, auditable conclusions that surface drug targets humans would miss.