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AI-MUSIC-GENERATION5 MIN READ

Commit To A Compare-Run Ritual Before Sharing Any Draft

Commit to a lightweight operating habit that improves AI music quality through structured compare-runs.

Before I share any AI-generated song draft, I will run one compare-run that changes exactly one variable. This applies to Suno demos, Udio refinements, teaser tracks, keynote walk-ons, and any AI music draft that someone else will hear. Situation: [the real track I am about to share] Version A: [my current prompt] Version B: [the same prompt with one deliberate change] What I am testing: [hook timing / lyric density / groove / style intensity / intro length] What I will listen for: [the audible difference that decides the winner] In two days, I should be able to name one…

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