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Naveen Rao Raises $1 Billion for Novel AI Machine Startup

Artificial Intelligence Startups Investment Databricks Nvidia AI Hardware Venture Capital MosaicML
October 03, 2025
Viqus Verdict Logo Viqus Verdict Logo 8
Hardware Disruption
Media Hype 7/10
Real Impact 8/10

Article Summary

Naveen Rao, previously head of artificial intelligence at Databricks, is leading a new startup, Unconventional, Inc., aiming to revolutionize computer architecture for AI. The company is seeking a $1 billion investment at a $5 billion valuation, led by Andreessen Horowitz, with Lightspeed and Lux Capital participating. Rao's vision centers on building a novel AI machine incorporating custom silicon chips and server infrastructure, a direct challenge to Nvidia’s dominance. This isn’t Rao’s first venture; he previously founded MosaicML, acquired by Databricks in 2023 for $1.3 billion. Prior to that, he co-founded Nervana Systems, acquired by Intel in 2016. The funding strategy is a “tranched” round, indicating phased investments. This move signifies a significant bet on Rao’s technical expertise and potential to disrupt the AI hardware landscape.

Key Points

  • Naveen Rao is leading Unconventional, Inc., a new AI machine startup seeking $1 billion in funding.
  • The company’s goal is to create a fundamentally different computer architecture for AI, competing with Nvidia's current dominance.
  • This investment represents Rao’s third major venture, following the acquisitions of MosaicML and Nervana Systems, demonstrating his track record of successful hardware innovation.

Why It Matters

This news is significant because it represents a potential shift in the AI hardware landscape. Rao's background and previous successful ventures suggest a credible challenge to Nvidia's near-monopoly. The substantial funding round indicates investor confidence in his vision, and the focus on 'Brain Scale Efficiency without the biological baggage' highlights a trend towards more energy-efficient AI hardware, which is a critical concern for the industry and the environment. For professionals in AI, hardware, and venture capital, this represents a key development to watch as it could dramatically alter the trajectory of AI development.

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