Learn to use AI by making requests specific and checking the results yourself.
Step by step, with examples
Turn “automate this” into an executable task description. Attach a synthetic sample with no sensitive data and a hand-checked expected result to complete a request for a script that totals work logs by team.
Check an aggregation function with four rows you can calculate by hand and 12 unit tests. Verify not only normal values but also empty input, zero, decimals, and invalid input.
Split a plausible summary into facts, calculations, and interpretations. Recalculate ratios and averages from synthetic monthly data, and rewrite sentences with missing sources or overstated causes into checkable statements.
Try a short search term such as CSV or AI.
All examples are for practice. Automotive data is synthetic and used for illustration.