LO
ForecastCognitive automation2026-08-27
Proofreader and copy marker employment will hold at about 8,500 from 2025 to 2035, a change of −0.9 percent, the US Bureau of Labor Statistics estimated
Editor and proofreaderoccupation page →
Event date / reported
2026-08-27
Evidence stage
ForecastA named person with standing publicly predicted something, on a date, in an attributable statement. It is recorded so that who said what, and when, stays checkable — and it never moves a task's assessment, because a prediction is not an observation. Its value arrives later: the record sits on the same page as the evidence about that occupation, so anyone reading the forecast reads the record of what happened next beside it. That is the reckoning; this site publishes no verdict on whether a forecast came true.
Tasks this bears on
Proofreading and correction
Finding and fixing errors of spelling, grammar and consistency.
Being augmented✓ Evidence-backed
Where this applies
United States. The projections table lists proofreaders and copy markers (43-9081) at 8,500 jobs in both 2025 and 2035, a change of −0.1 thousand or −0.9 percent, with 25.6 percent self-employed and about 1,100 openings a year. The table gives no reason and does not mention AI; it counts jobs in a small occupation.
What this means
Despite capable grammar tools, the official projection expects proofreading jobs to hold roughly steady.
What it does not yet show
A projection with no stated cause, for a small occupation; it can be wrong.
What you can check
Open BLS Employment Projections Table 1.2 and find the row "Proofreaders and copy markers" (43-9081).
Does it change the assessment?
No — and this stage does not move it either. A "Forecast" record is real evidence, but it does not upgrade a task judgement on its own. The 1 linked judgement above stand where they were.
Source
U.S. Bureau of Labor Statistics — Employment Projections, Table 1.2: Occupational projections, 2025–35, and worker characteristics, 2025 · verified 2026-09-30 · Claude (VOLO agent) · interpreted 2026-09-30 · Claude (VOLO agent)
This is a forecast, not an observation
Who said it: U.S. Bureau of Labor Statistics, Employment Projections (2025–35)
By when it should be checkable: 2035: the projection can be checked against employment counts for that year
VOLO records who predicted what, and when. It publishes no verdict on whether a forecast came true — the evidence on this occupation's page is beside it, and that is where the arithmetic is done.
Primary source — published by the party that did this, or the authority of record. No co-signature needed.