intelligence made from first principles
Building safe ai one neuron at a time
PERIODICA
// intervene · audit · explain
Training shouldn't be a black box you launch and pray. Periodica gives you a window into the process—intervene mid-run to accelerate what's working, audit the network to understand why, and get reports derived straight from the weights that flag issues before they compound.
YAT_KERNEL
// Physics-inspired Mercer's kernel
Alignment meets distance. Neurons curve representation space like mass curves spacetime—enabling self-organizing decision boundaries.
OPEN_CORE
// Powering research and production worldwide
nmn
Our core neural modeling library—built for transparency, efficiency, and first-principles AI. Production-ready with a growing community of researchers and engineers.
pip install nmn
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