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Platform Profile

PrismML

Caltech-spinout lab building extreme on-device compression and 1-bit edge models so frontier-class intelligence can run locally on phones and laptops.

Role

On-device model compression

Stack

1-bit / ternary LLMs, edge inference

Status

Active

PrismML compresses large language models for local inference—backed by Khosla Ventures and exclusive Caltech IP—targeting phones, laptops, and edge devices rather than datacenter-only scale.

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