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Nvidia-Backed Startup Raises $400M as Experts Warn Against Centralizing Physical AI Power

Nvidia-Backed Startup Raises $400M as Experts Warn Against Centralizing Physical AI Power

Jun 08, 2026
The Deep View

Nvidia-backed startup Generalist raises $400M at a $2B valuation in the physical AI race, even as experts and industry leaders warn that allowing a handful of companies to monopolize generalized robotics technology poses serious risks to humanity, prompting calls for open-source collaboration and government accountability.

NVIDIA Launches Nemotron 3 Ultra: A 550B-Parameter AI Model Promising Frontier Reasoning at 30% Lower Cost

NVIDIA Launches Nemotron 3 Ultra: A 550B-Parameter AI Model Promising Frontier Reasoning at 30% Lower Cost

Jun 05, 2026
NVIDIA Technical Blog

NVIDIA launches Nemotron 3 Ultra, a massive 550B-parameter AI model delivering frontier reasoning capabilities at 30% lower cost and 5x higher throughput than comparable open models, powered by cutting-edge hybrid architecture and a novel multi-teacher training method, with fully open weights released for enterprise adoption.

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