Attention & Deep Work | Quiet the Machine
Topic

Attention & Deep Work

Attention is the capacity to hold a single difficult thing in mind long enough to get somewhere with it — the precondition for deep reading, sustained argument, and most work worth doing. It is also the resource most obviously under pressure.

A 2026 preprint frames the pressure as a widening asymmetry: as models' effective context windows have expanded enormously, the span of text and thought people sustain unaided appears to have contracted. Its author proposes a self-reinforcing loop, in which each delegation reduces the practice that would maintain the capacity, which lowers the threshold for the next delegation. The mechanism is plausible and, at this stage, better evidenced as a trend than as a proven cause.

This hub gathers the research and reporting on concentration, deep reading, and the slow work that friction protects.

Essays

2 essays

What the Summary Leaves Out

Global reading scores just hit their lowest point on record. The more interesting finding isn't that AI is involved — it's that AI reading aids help almost nobody equally, and the readers they help least are the ones who were already good at reading.

By Joe Jurczyk

Research and reporting

2 resources

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