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Sam Altman addresses 'the most fair criticism' of AI

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Sam Altman acknowledges that concerns about AI spending outpacing revenue are the most fair criticism of AI today, as companies invest billions with uncertain returns.

Sam Altman addresses 'the most fair criticism' of AI

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The Big Picture
In a CNBC interview, OpenAI CEO Sam Altman addressed investor worries about whether massive AI spending will translate into revenue, calling it 'the most fair criticism right now of AI.' He noted that companies report heavy AI investment with unclear payoff timelines and cost control issues. The comments come amid reports that OpenAI missed key revenue and user growth targets last year. Data from Cast AI shows average GPU utilization at just 5%, indicating widespread over-provisioning. AI researcher Gary Marcus described the spending as 'the greatest capital misallocation in history,' noting that major tech firms collectively outspend the Manhattan Project monthly.
Why It Matters
Altman's admission validates growing investor skepticism about AI's ROI, as massive spending on infrastructure and chips outpaces revenue generation. With GPU utilization averaging just 5%, the industry faces a reckoning: either prove AI's economic value soon or risk a capital misallocation crisis that could reshape tech investment patterns.

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Sam Altman, chief executive officer of OpenAI Inc., during BlackRock's 2026 Infrastructure Summit in Washington, DC, US, on Wednesday, March 11, 2026. The event brings together leading voices to answer how governments and companies can work together to build the infrastructure America needs. Photographer: Daniel Heuer/Bloomberg via
Sam Altman, chief executive officer of OpenAI Inc., during BlackRock
Sam Altman said questions about whether AI spending will pay off are "the most fair" criticism of AI right now.

Bloomberg/Getty Images

  • Sam Altman said AI spending concerns are "the most fair" criticism of AI right now.
  • Investors are increasingly worried about whether AI's hefty costs will translate to revenue.
  • An AI researcher recently called AI spending the "greatest capital misallocation in history."

Sam Altman is addressing one of investors' biggest concerns about AI.

During a CNBC interview on Monday, the OpenAI CEO said questions about whether massive AI spending will ultimately pay off are legitimate, as companies continue pouring billions into infrastructure, chips, and software.

"So I think this is the most fair criticism right now of AI," Altman said. "You hear companies saying, I am spending a ton of money on AI. And I know some great stuff is happening, but I know there's a ton of waste."

He went on to summarize concerns he hears from businesses.

"How long do I have to wait for it to really show up in revenue, and how long do I have to wait to really get the costs under control?" he said. "I assume that the industry will figure that out pretty quickly, but I think that is a fair, a fair issue."

The comments come as investors increasingly scrutinize whether the AI boom can generate enough revenue to justify its staggering costs. According to an April report from The Wall Street Journal, OpenAI itself had missed some key targets for revenue and user growth last year.

Recent data from cloud optimization platform Cast AI suggests that many companies are paying for far more AI computing power than they actually use. In an analysis of 23,000 clusters across thousands of companies, the company found average GPU utilization was just 5%, meaning that roughly 95% of provisioned graphics-processing capacity sat idle.

Cast AI cofounder and president Laurent Gil said companies are often hoarding scarce AI chips simply because they fear missing out, not because they have an immediate need for them, resulting in a growing stockpile of underused computing resources.

Gary Marcus, a longtime AI researcher, author, and professor emeritus at New York University, has also said that the hyperscalers are committing unprecedented sums to AI without demonstrating returns that match the scale of those investments.

"Greatest capital misallocation in history," Marcus wrote in a post on X, describing some companies' AI capex plans and adding that Amazon, Google, Microsoft, and Meta collectively are spending more money than the Manhattan Project each month.

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Sam Altman addresses 'the most fair criticism' of AI | TechCulture