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Hitachi bets on industrial expertise to win the physical AI race

Physical AI–the branch of artificial intelligence that controls robots and industrial machinery in the real world–has a hierarchy problem. At the top, OpenAI and Google are scaling multimodal foundation models. In the middle, Nvidia is building the platforms and tools for physical AI development.  And then there is a third camp: industrial manufacturers like Hitachi

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Taalas is replacing programmable GPUs with hardwired AI chips to achieve 17,000 tokens per second for ubiquitous inference

In the high-stakes world of AI infrastructure, the industry has operated under a singular assumption: flexibility is king. We build general-purpose GPUs because AI models change every week, and we need programmable silicon that can adapt to the next research breakthrough. But Taalas, the Toronto-based startup thinks that flexibility is exactly what’s holding AI back.

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Shaip Joins Ubiquity to Accelerate Enterprise AI Data Delivery at Global Scale

LOUISVILLE, Ky. and AHMEDABAD, India, Feb. 22, 2026 — Shaip, a premier AI data platform and services company delivering high-quality, ethical, and domain-specific data for AI and large language model (LLM) development, today announced that it is now part of Ubiquity Global Services, Inc., a global provider of digital transformation, operations management, and customer experience solutions.

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