What Happened When Utah Put Ed-Tech Privacy Promises to the Test
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The task is too small a unit. Workflows are the adoption unit.
The paper's useful move is to stop measuring AI by isolated task automation. Human-agent collaboration changes the workflow around the task: where judgment moves and what evidence the human can inspect.
Source: arXiv · Sep 11, 2026Read original source
Covered by both lenses
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The Implementation Gap - agency expands only when institutions can absorb, audit, and sequence it