On-Chip Causal Dynamics Model Learns to Count, Startup Teases New Physical Primitives

NaveenGRao · x · 2026-09-17

In a follow-up, Naveen Rao says his hardware startup has new physical primitives in the pipeline, and shows a causal dynamics model running on chip generating sequences in learned pixel space — "we taught the system to count."

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