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Feeding the hunger for Nvidia GPU access is big business

Feb 20, 2024 - venturebeat.com
Lambda, a GPU cloud company powered by Nvidia GPUs, has raised $320 million at a $1.5 billion valuation. The funding will be used to expand its AI cloud business. This comes amid a growing demand for access to Nvidia GPUs in the AI industry, with Nvidia's stock tripling in value over the past year and surpassing Amazon and Alphabet in market capitalization.

However, there are differing views on the future of the AI chip landscape. OpenAI CEO Sam Altman proposes reshaping the world of AI chips to meet demand, a project with potential costs in the trillions. On the other hand, Databricks CEO Ali Ghodsi predicts a major drop in AI chip prices and a supply-demand rebalance over the next year, likening it to the internet bandwidth concerns of the 2000s.

Key takeaways:

  • GPU cloud company Lambda has raised $320 million at a $1.5 billion valuation, planning to use the new equity financing to expand its AI cloud business.
  • Nvidia's stock has more than tripled in the past year, surpassing Amazon and Alphabet in market capitalization, as demand for its high-end AI chips continues to grow.
  • AI startups are desperate for access to Nvidia’s H100 GPU for large language model training, leading to initiatives like a Craigslist for GPU clusters and the creation of supercomputers offering GPU access below market price.
  • While OpenAI CEO Sam Altman suggests reshaping the AI chip landscape to meet demand, Databricks CEO Ali Ghodsi predicts a major drop in AI chip prices and a supply-demand rebalance over the next year.
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