Common tasks in this job
Recognise your own week here? Each row says how far AI gets and what you still have to check.
The task we are validating first
One task, worked through end to end, with a usable solution and a tool that fits.
Current anchor task
Show the working → get a guiding question → the learner tries again
Type the question and the step where it went wrong. What comes back is a question to ask, not a finished solution, so the learner does the thinking.
How to use this page
- Start with a task that happens often enough to notice the difference.
- Read what the tool can and cannot do before you paste anything.
- Use the result as a draft and keep the final judgement with a person.