Open contracts
Numerical rules and interfaces should be readable, executable, reviewable, and versioned.
Physical-AI systems need more than peak arithmetic. They need explicit model conversion, data movement, preprocessing, control, error behavior, and reproducible end-to-end measurement.
Numerical rules and interfaces should be readable, executable, reviewable, and versioned.
Unsupported behavior and host partitions are declared rather than hidden behind fallback.
Capabilities change status only when the required evidence is checked in.
The project is intended for university researchers and students, open-source hardware contributors, commercial and applied research labs, and teams exploring FPGA or ASIC implementation.