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ResearchJuly 13, 2026

Building a Foundation Stack for General-Purpose Robots

This article is brought to you by X Square Robot. Large language models gave artificial intelligence a working recipe. Pretrain a large model on broad data, and general capability follows. Robotics has no such recipe. Robotics systems have long been assembled from separate…

​X Square Robot·IEEE Spectrum — Robotics
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Key Takeaways
  • 01.This article is brought to you by X Square Robot
  • 02.Large language models gave artificial intelligence a working recipe
  • 03.Pretrain a large model on broad data, and general capability follows

This material is provided as an extended analytical summary.

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Aggregated within AI Qazaqstan national intelligence stream with author attribution.

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