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Building AI for Reliable Execution: Lessons From Industrial Robotics

Standard Bots develops AI‑native industrial robot arms (used for machine tending, welding, assembly) that rely on a shared pretrained base model with 1–2 billion parameters. The model is adapted to ea

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Standard Bots develops AI‑native industrial robot arms (used for machine tending, welding, assembly) that rely on a shared pretrained base model with 1–2 billion parameters. The model is adapted to each customer by providing task demonstrations and fine‑tuning; a zero‑shot perception system supports new work cells without hand‑crafted labels. Engineers emphasize high‑quality, targeted data and in‑situ corrections over sheer dataset size or compute power, enabling rapid, reliable deployment across clients such as NASA, Amazon and Lockheed Martin.

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Source: Latent Space | 2026-10-10

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