Unverified50% confidenceTradeoffExact time
Gains in productivity and the preservation of cognitive depth are often difficult to achieve simultaneously.
1
Sources
50%
Confidence
Long-term
Relevance
10/10/2026
First Seen
Sources
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Related Claims
UnverifiedReal productivity gains often come not from improving the efficiency of individual steps, but from eliminating friction between steps.77% similarUnverifiedBlindly raising the thinking effort parameter does not necessarily yield better results and may instead cause resource waste and task failure.75% similarUnverifiedThe core logic of the Productivity Paradox is that there is a structural misalignment between technology investment and actual output, as the learning, coordination, and maintenance costs introduced by new tools often offset or even exceed efficiency gains in the short term.74% similarVerifiedCognitive debt is the gap in understanding accumulated by forgoing independent thinking in exchange for short-term efficiency73% similarUnverified结果导向思维会让程序员停留在'够用就好'的层面，导致技能广度有余但深度不足71% similar
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