Independent AI research laboratory.

We research biologically-grounded neural architectures and synthetic digital life. Built on our foundational BIB 2 substrate—introducing continuous-time Organismic Artificial Intelligence with local 3-factor Hebbian plasticity and Slow-Wave Sleep consolidation running at >540 Hz on standard CPU—our research culminates in Project Cambrian—a desktop synthetic biology environment where autonomous digital organisms (BIO) eat, learn, reproduce, and evolve in real-time on consumer hardware without cloud dependencies. We also develop ATOMIC for constant-memory CPU language modeling, BILM for biological sequence memory, and MAUL for multi-agent routing.