Change one thing at a time: why iterating AI images isn't design improvement

alifcoder · x · 2026-11-15

YourTechGirl argues that making 20 AI images isn't the same as improving a design: if every attempt changes the prompt, style, lighting and layout at once, a better-looking result tells you nothing about why. Her fix is controlled-variable iteration — keep everything fixed and flip one dimension (e.g., soft vs dramatic lighting) per comparison, so you know exactly which change moved the needle.

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