After AI got a simple country list wrong, I tried again with a harder task: mapping electricity market structures. The results were much better, not because AI suddenly became perfect, but because the questions, definitions and boundaries were clearer.

A simple country list became five spreadsheet versions, two AI tools, missing entries and confidently wrong explanations. A practical reminder to check AI’s homework before it feeds into reports, strategy decks or executive decisions.