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What changed, and what is the evidence.

ComputeDataDeploymentsGpuInferencePhysical AI

🗞️ Pulse first · 3 news posts

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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. 🗓️ 2026-10-14 · ✍️ RoboterminalThe Pi API Beta Is a Four-Day Loop. The Demo Is Not the Rate.
  3. 🗓️ 2026-10-13 · ✍️ RoboterminalDeepSeek's First Robot-Brain Bet Is Priced at $400 Million. Skild AI Is Worth $14 Billion.

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What changed, and what is the evidence.

Oct 16, 2026 · Deployment · posted
Headline

I think physical AI is only as trustworthy as the data it learns from. Once robot training data is valuable enough to fake, the factory floor becomes the best detector of fakes. That is why giving every data collector its own identity…

The inference cost gap between centralized APIs and decentralized GPU networks is getting hard to ignore. Qwen3.6 35B running at 14,499 tokens per second on a single B200 GPU on Lium. 85% cheaper than the same model on Openrouter. That…

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