independent experimental research

See the systems behind the surface.

Reproducible experiments and live model worlds for studying complex, intelligent, and emergent systems. Open developer tools grow from the same evidence-first practice.

research instruments

Complex behavior, made testable.

Five live model worlds share one experimental grammar: perturb a system, run seeded replicates, and measure what changed.

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petri-bench: can your model do science?

A contamination-resistant benchmark for controlled experimentation and calibrated claims. Every published number traces to its episode artifact.

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developer utilities

Small instruments, kept in their own catalog.

Privacy, release, testing, configuration, container, port, and dependency utilities live separately from the research program.

open the tools index