Instead of scaling up, scale across constrained devices. Pico 2Ws, Teensys, SPI chains — each node holds a fragment of the model or pipeline.
Inference becomes a flowing signal across a fabric. Not a model in memory. A waveform in motion.
Intelligence doesn't require powerful machines. It requires coordinated ones.