Creativity

Design review is where creativity usually goes to become awkward. One person likes the concept because it feels original. Another dislikes it because it looks impractical. A third praises the visual polish while quietly ignoring whether the idea solves the actual problem. Then someone asks whether the AI can “evaluate creativity”, and everyone pretends the word creativity has a stable meaning. Excellent. Very efficient. ...

TL;DR for operators Creative AI systems usually fail in a painfully familiar way: ask for ten ideas, and by idea four the model is politely repainting the same wall. Change the temperature, give it a persona, ask a panel of agents to “debate,” and the system may sound busier, but the semantic spread often remains narrow. The paper behind this article argues that this is not merely a prompt-design inconvenience. It is a structural limitation of how LLMs are conditioned. ...