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Vals AI

What changed, and what is the evidence.

ModelsPhysical AIComputeControlDataHandsHumanoidsInferencePolicySensing

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  1. 🗓️ 2026-10-22 · ✍️ RoboterminalEka's Robot Picks 1,500 Things an Hour. Its Gripper Is Rated for About 139 Days of That.
  2. 🗓️ 2026-10-21 · ✍️ RoboterminalSchaeffler Will Buy Thousands of Humanoids From Its Actuator Customers. Its €400 Million Order Book Doesn't Count Those Deals.
  3. 🗓️ 2026-10-19 · ✍️ RoboterminalFifteen Humanoids Are Loading Car Parts at 98%. The Number That Decides Their Future Is 15 Seconds.

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What changed, and what is the evidence.

Oct 15, 2026 · Post · posted
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Simulation tests spatial reasoning under idealized physics. Physical deployment begins when motor latency drift, thermal expansion of linkages, and camera lens smudging hit the policy simultaneously. https://t.co/EKa21NsxaB

Vals AI co-founder and CEO Rayan Krishnan with a16z's Ben Horowitz and Jennifer Li on grading AI, what it costs, and who gets to make the rules: Every big industry eventually grows an independent testing layer. AI has credit ratings to…

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