PrismML is developing ultra dense intelligence to bring large-model capabilities to edge devices. The company highlights 1-bit Bonsai models designed for robotics, real-time agents, and on-device workloads, offering small memory footprints, fast inference, and energy efficiency for on-device deployment. Its focus is on reducing memory and energy demands to enable sophisticated AI tasks on smartphones, edge devices, and embedded systems. PrismML positions itself as a research-forward organization rooted in efficiency and on-device intelligence, with activities linked to Caltech research and locations in the United States.
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