A task performed by News Analysts, Reporters, and Journalists
Review written, audio, or video copy, and correct errors in content, grammar, or punctuation, following prescribed editorial style and formatting guidelines.
Technically, much of it, experts rate AI capability 4.33/5, but workers don't want it automated (desire 2.8/5). It's an Automation Red Light: proceed with care.
Do you want this task automated?
How much the people who do this task want AI to take it over (avg of 5 workers).
How capable experts rate current AI at this task (avg of 3 experts).
How much human involvement should stay?
The Human Agency Scale (H1–H5) captures how much human direction workers think this task should keep.
Why workers feel the way they do
- Frees up time for higher-value work40%
- Helps handle larger scale40%
- It's repetitive20%
- Reduces human error20%
How to automate this
Doable with technology, but keep a person clearly in charge.
Judgment, review & checks
Automate the checks, keep the decision with a person.
- 1Write down the rules and checklists you follow to review written, audio, or video copy, and correct errors in content, grammar, or punctuation, following, then encode them so routine cases are flagged automatically.
- 2Add validation rules to catch errors before they reach you.
- 3Let AI pre-screen and surface the exceptions, you decide the hard ones.
Tools that can help
Know a better way, or spot an error?
Share how you automate this in real life, or correct the data. Reviewed before publishing.
This is 1 of 10 tasks studied for News Analysts, Reporters, and Journalists, where workers want 10% of tasks automated.
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