YC F26's Dreamscale Labs Moves Robot AI Inference to the Cloud

ycombinator · x · 2026-09-18

Dreamscale Labs (YC F26) launches as an applied research company building real-time cloud inference infrastructure for robots, betting that frontier physical AI models should run off-robot while meeting real-time deadlines. Claims: 40–50% lower tail latency than existing clouds, DreamZero 14B inference at 320ms (beating NVIDIA's reported speed with half the silicon), and 8+ concurrent robots per H100. The stack optimizes model, GPU kernels, and network, supporting models from NVIDIA, Ai2, Physical Intelligence, and more.

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