Why this matters
The first lesson is small, but the destination is not
- A product owner cannot choose well if they cannot see what helps or blocks users.
- A design specialist cannot improve quality if they only say "looks good" or "looks bad".
- An AI-native operator must know what to ask for and what to reject.
Quality lens
Product ownerTurn vague product ideas into clear next decisions.
Design specialistRead interface quality with evidence, not taste alone.
AI-native operatorUse AI for explanation, options, critique, and documentation.