CoScientist
Scientific hypothesis generation
A multi-agent research system, with evidence checking and an experimental biotech-company structure.
Research prototype
Can collaboration between agents produce better scientific hypotheses?
Projects & evidence
Research programs
Scientific hypothesis generation, biology-agent evaluation, and method and evidence checks.
ai-scientists · CompBioBench · Benchmake
Biology-agent evaluation
Auditing tasks, scoring reasoning, and building evaluations that expose failures in scientific work.
Evaluation in progress
How reliably do benchmarks measure biology-agent performance?
Dogma · methods-graph
Methods & evidence controls
Connecting causal hypotheses and evidence to explicit method assumptions, diagnostics, and data handoffs.
Local integration
Can method checks identify invalid analyses before execution?