Team tapes out physical-compute chip in 5 months, generates images for under 900 nJ each

NaveenGRao · x · 2026-09-17

A founder shared chip progress: from no team in January to tape-out in 5 months, with hardware now back. The chip is billed as the first large-scale demonstration of a causal physical dynamical system doing real compute, running the Un-0 model released in June—the images in the post come from the actual hardware.

Key number: generating an image costs <900 nJ, orders of magnitude less energy than conventional machines. The author credits AI for dramatically tightening research loops and enabling the speed.

Related event: Startup tapes out physics-based AI chip in 5 months, running models under 900nJ(3 posts)→

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