Verified65% confidenceOpinionTime unknown
In the era of AI programming, the truly scarce ability has shifted from 'can it be done' to 'should it be done,' with product judgment and demand insight becoming the new moat.
3
Sources
65%
Confidence
Long-term
Relevance
5/31/2026
First Seen
Sources
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Related Claims
UnverifiedIn the AI era, "being able to build it" no longer constitutes a moat, and the focus of competition shifts to distribution, retention and validation of real demand.76% similarUnverified判断力和方向感因高度依赖隐性知识与价值判断而难以被自动化，成为AI时代新的稀缺品76% similarUnverifiedAgainst the backdrop of homogenization in AI capabilities, product design and ecosystem integration capabilities will become the key competitive factors in the next phase, and simply stacking model parameters is no longer sufficient to build a moat.75% similarUnverifiedCommunicating with stakeholders and translating ambiguous requirements into clear technical solutions are capabilities that show no signs of being replaced by AI in the short term.74% similarUnverifiedIn the AI era, the ability to ask the right questions is scarcer than the ability to provide answers, and engineers' value is shifting from implementers to problem definers.73% similar
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