Gen AI isn’t going anywhere. In fact, it’s just getting started. That’s what Microsoft CEO Satya Nadella believes. He’d also like you to stop calling everything generated by LLM AI “slop.” People need to “get beyond” that in 2026, the executive who earned $79 million in compensation recently announced.
These and other musings were shared on his personal “sn scratchpad” blog in a December 29 post titled “Looking ahead to 2026.” It acknowledges the challenges of people figuring out how to actually use gen AI to do things that are useful, but remains bullish on the underlying technology itself to continue improving at a rate worth investing $100 billion in. Here’s the part that caught everyone’s’ attention, though:
We need to get beyond the arguments of slop vs sophistication and develop a new equilibrium in terms of our ‘theory of the mind’ that accounts for humans being equipped with these new cognitive amplifier tools as we relate to each other. This is the product design question we need to debate and answer.
I’m not sure what exactly Nadella means by “a new equilibrium in terms of our ‘theory of the mind,’” and perhaps he doesn’t either. Given the executive’s penchant for folding AI use into every facet of his work life, it’s not only possible but actually very likely that some version of Copilot, perhaps even a “rich” multi-agent “scaffold,” was the “bicycle for the mind” that helped him conjure this blog post in the first place. If true, that would be as good a reason as any not to move so quickly beyond the “slop vs. sophistication” distinction.
But there’s no doubt a deeper philosophical schism that separates people who deploy the term “slop” against AI from those whose future is inextricably bound up in gen AI services becoming widely and eagerly adopted. For Nadella, the difference is one of apparent quality. Like the Turing test which ascribes human-like intelligence to anything that can convincingly manipulate language well enough to trick humans, some think it’s only slop if the slop can’t convince them otherwise. For others, it’s slop, no matter how sophisticated it may be, the second human creativity is interrupted, or even supplemented, by a plagiarism machine.
In the world of cloud computing and stock prices, where everything is interchangeable and fungible, such distinctions are meaningless, or at the very least, don’t drive quarterly profit growth. But in the world of people, slop in is slop out. Being content to eat from the trough does not transform it into a Michelin Star meal.