Everyone needs the basics.
Like spreadsheets twenty years ago, AI skills are moving from specialist to expected. Different roles need different depths.
Everyone
The Basics
What AI is and isn't, the rules, what never to paste, and how to check outputs.
Regular users
The Practice
Good prompting, grounding in sources, and judging output quality.
Owners & builders
The Depth
Evals, risk tiers, integrations, vendor terms and oversight.
Basics for all. Depth where it counts.