Metaphor

We may assume that a creative idea is a distant analogy, connecting two things no one had connected before. That assumption is wrong. The distance between domains explains almost nothing about whether an idea will be novel, useful, or transformative. What actually matters is far less intuitive, and it changes how we should think about LLMs as instruments for creativity. The Broken Promise of the Creative Prompt Ask any major LLM for novel solutions to a real problem and you usually get back a polished recombination of known best practices. ...

Part I ended with a puzzle. I had a method that reliably extracted powerful ideas from distant domains, but some of those ideas were immediately actionable and others resisted application. The difference turned out to be granularity and compression: single causal rules, stripped bare, are portable. Systems of relationships are not. But even after solving that puzzle, something was still missing. The Limitation I Didn’t See By the end of Part I, I could reliably extract clean, compressed causal rules from distant domains. Rules like “accumulation under pressure is physics, not a choice” or “the distinction that matters is controlled versus uncontrolled.” Each one a precise diagnosis of how a problem works. ...