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Liquid Foundation Models: Continuous-Time AI for the Edge

Ramin Hasani's Liquid AI offers a different path from transformer brute force — liquid neural networks inspired by a 302-neuron worm, continuous-time dynamics that scale linearly, and foundation models small enough to run on a car's chip. The architecture intuition, the math breakthrough that made it possible, and where LFMs fit in the post-transformer landscape.