#diversity

Diversification After Scoring: The Step That Stops My Scene Compiler From Picking Five Paraphrases

A few weeks into running my scene compiler at scale, I hit an embarrassing pattern: I’d ask for five candidates, score them, and the “top five” would be… the same idea, phrased five ways. Not bad ideas—often the highest composite scores—but clustered...