One In Five Workers Delegate Work To Ai

The headline figure from this Epoch AI survey measures something narrower than job replacement: 20% of employed US adults said AI now handles all or nearly all of at least one task that they or their team used to hand to a coworker or contractor (epoch.ai). The survey, run with Ipsos on a probability-based panel, asked 1,106 workers in July 2026 about ten common knowledge-work tasks drawn from the Labor Department's O*NET database. That kind of handoff showed up for all ten tasks, most often for analyzing data (7.1% of respondents), reading work documents (5.7%) and maintaining records (5.3%). The authors say this is substitution at the level of tasks and does not necessarily mean workers are being displaced.

Most AI use is partial. Among people who perform a given task, the share using AI ranged from 25% for maintaining records to 57% for designing computer systems or software, but workers mostly described AI as helping with part of the work. Full or nearly full handoff to AI was most common in software and systems design, at 10%, and below 7% for every other task. Reported time savings rose with how much the AI did: 37% of tasks where AI assisted with part of the work took less time, compared with 53% where AI did most or all of it. The authors note this association has several possible explanations, including that people hand over more of a task when they are already trying to save time, or that the pattern reflects tasks AI happens to handle well. Roughly one in six AI-assisted tasks took longer than before.

Workers kept most AI output with little editing: 66% of outputs were used as produced or with minor revisions, and 5% were majorly reworked or mostly redone. The authors caution that editing effort is not a direct measure of quality, and they found no consistent link between how much workers edited and whether they saved time. Their overall reading is of work being reallocated between people and AI rather than whole jobs being automated. The survey follows an earlier Epoch and Ipsos poll from March, which found that 51% of employed AI users used it at least as much for work as for personal tasks; this one looks inside that workplace use at the level of individual tasks.