NCM vs LLM: What Next-Concept Modeling Changes, and What It Doesn’t

Next-Concept Modeling writes text coarse-to-fine in parallel instead of token by token. How it works, a worked example, where it could fit, what the Stanford results really show, three roadmap scenarios and the questions decision makers should ask.