Knowm Inc Information

We are in the boot-loader phase of AI. The energy wall has been hit, and overcoming it requires a different relationship between memory, computation, and physical adaptation. The building block of self-organization is competing adaptive energy dissipation pathways — the kT-bit. Your circulatory system. Neurons. Trees. Lightning. A differential pair of memristors. Knowm builds from this building block to unleash a totally new class of computing technology. A synaptic substrate where memory and processing become one and weights never need to be communicated. Patented continuously from 2002 to 2025. In 2001, we concluded that separating memory from processing would define the ceiling of future AI — a conclusion that helped launch DARPA SyNAPSE and the Physical Intelligence programs. Twenty years of building followed: a high-temperature, high-endurance, space-grade memristor at >99% yield with the largest body of independent academic validation of any commercial device, an synaptic architecture for assimilating transforms without moving weights, and a thermodynamic computing framework patented before the category had a name. The world had to create the transforms and hit the physical barriers before memristive synaptic substrates could assimilate them. That time has arrived.