Nadella warns AI needs to prove itself useful, three weeks after telling critics to move on

Microsoft CEO Satya Nadella warns that the AI industry could lose public support if it fails to deliver real-world benefits to users. This statement comes just three weeks after Nadella's initial, controversial defense of AI usage.

Speaking at the World Economic Forum in Davos, Switzerland, Nadella said that AI companies could enter dangerous territory if their technology fails to prove useful, while simultaneously utilizing massive amounts of resources. As a reminder, Microsoft plans to spend tens of billions more on AI data centers in 2026 across the world, including a controversial data center in Lowell Charter Township, Michigan.

"We as a global community have to get to a point where we're using this to do something useful that changes the outcomes of people and communities and countries and industries," he said in a conversation with BlackRock CEO Larry Fink. "Otherwise, I don't think this makes much sense. In fact, I would say we will quickly lose even the social permission to actually take something like energy, which is a scarce resource, and use it to generate these tokens."

Nadella also stated that companies across all industries, not only tech, need to adopt AI on a larger scale to prevent it from becoming a bubble.

The warning about “social permission” seems aligned with the recent rise of AI skepticism, particularly toward AI coming from Microsoft. But it also comes as more pragmatic than Nadella's December 29 blog post, where he argued people should stop criticizing AI quality and "get beyond the arguments of slop vs sophistication." He also called AI a "cognitive amplifier" and encouraged society to accept it as an integral part of modern life.

Windows users might find this statement particularly interesting, as they've watched Microsoft integrate Copilot into virtually every service throughout 2025.

The company has forced AI features into File Explorer, Paint, Notepad, and across Windows 11, often without clear benefits. The backlash on this strategy was severe enough that people started referring to the company as "Microslop," a term which has become viral in the Windows community.

Maybe the Microsoft CEO should listen to his own advice and reevaluate the benefits this massive AI push across all products actually provides to users, before demanding global adoption from every industry.

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Posted Wednesday 21 January 2026 at 12:09 pm AEST (my time).

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