Artificial Intelligence: The Critical Shortage Of AI Chips

On Nvidia GPUs: “It’s almost like talking about drugs: ‘I know a guy who has H100s.’”

The demand for graphics processing units (GPUs) in the tech industry, particularly for artificial intelligence (A.I.) applications, has led to a desperate search for these essential components. Start-ups and investors are going to great lengths to obtain GPUs due to their role in powering A.I. products that analyze vast amounts of data. The scarcity of GPUs began when the rise of A.I., fueled by chatbots like ChatGPT, created a surge in demand, causing a shortage in the market. Nvidia (NASDAQ: NVDA) further exacerbated the scarcity because it is the main supplier for these chips. Meanwhile, the company has scaled a $1 trillion valuation and is expected to report record financial results. (The New York Times)

Companies are struggling to access GPUs through cloud computing services due to long waitlists, which has led to technical tips being shared on social media and various creative strategies to secure Nvidia GPUs. Some venture capital firms are using their connections to purchase chips and offer them to portfolio companies. Start-ups are pooling resources to buy and share clusters of GPUs. Even highly technical figures like Eric Jonas, who left academia to start an A.I. company, are resorting to unconventional methods to acquire GPUs.

Despite challenges, some innovators are finding solutions. A project called the San Francisco Compute Group plans to let entrepreneurs and researchers buy access to GPUs in small amounts. This initiative is being supported by a specialized form of debt that uses GPUs as collateral.

Index Ventures has partnered with Oracle to provide Nvidia’s H100 and A100 chips to their portfolio companies for experimentation at no cost.

However, the GPU shortage has created a stark divide between well-funded companies with ample GPU access and those that are struggling to secure these vital components.

Related Story:  Chinese Internet Companies Place Billions Of Dollars’ Worth Of Orders For Nvidia AI Chips

Free Industry News

Subscribe to our free newsletter for updates and news about alternatives investments.

  • This field is for validation purposes and should be left unchanged.


Latest Alternative Investment News
Digital Assets: Epic Lays Off 830 Employees As Metaverse Underperforms
September 29, 2023     Digital Assets, News

Earlier today, Tim Sweeney, the head of Epic Games, shared an email with the company’s employees, announcing some significant changes within the organization. In this message, Sweeney discussed the necessity…
Artificial Intelligence: Mysterious US-Based Books3 Dataset Used To Train AI Was A Massive Trove Of Pirated Books
September 29, 2023     Artificial Intelligence, Latest News, News

Thousands of books penned by some of Australia’s most esteemed authors may have fallen victim to what Booker prize-winning novelist Richard Flanagan has described as “the biggest act of copyright…銅鑼灣_Causeway_Bay_銅鑼灣時代廣場_Times_Square_office_Tower_One_阿里巴巴_Alibaba_Hong_Kong_June_2022_Px3_03.jpg
FinTech: Ant’s Chongqing Consumer Finance Arm Raising $616M To Ramp Up Loans
September 29, 2023     FinTech, News

Chongqing Consumer Finance, the consumer finance arm of Ant Group, a prominent player in China’s financial technology landscape, is currently in the process of raising a substantial sum of fresh…
Venture Capital: Mercury’s Fund V Mops Up $160M For US Startups “Between The Coasts”
September 29, 2023     News, Venture Capital

Mercury Fund, the premier early-stage venture firm with a focus on non-coastal tech hubs, has successfully closed its largest fund to date, Mercury Fund V, with a total capital commitment…