Instruments
Not a product. Not yet.
This is not a startup with a research page bolted on. A tool becomes an instrument here only after the research already needed it to exist. Nothing below was built for its own sake.
Neuroimaging suite
Visualisation tooling for watching what is actually happening inside a small learning agent — belief states, prediction error, organ activity — rendered as figures rather than opaque dashboards.
Evolution harness
A checkpointed, watchdogged, preregistered population-search framework — evolution run in-machine as a stand-in for the deep-time search that shaped biological minds.
Verification stack
Preregistration, evidence manifests, and blind verification, packaged for anyone who wants to run honest, falsifiable agent research.
Specialist minds
Small, evolved minds that master one live system cheaply and transparently — an on-premise alternative to black-box pipelines where explanations are mandatory.
Research partnerships
Interpretability-by-construction testbeds for labs and researchers working on alignment, open-endedness, or developmental AI.