NCM

Building NCM vs LLMs: How the Deep Learning Workflow is Evolving

Stanford's new Next-Concept Modeling, out in October 2026, doesn't write one word at a time like an LLM. It sketches the whole answer roughly, then fills in detail. Here's how it works in plain words, and what it would change for the people who build and run models.

• AI
• LLM
• NCM
• Beginners
• AI Infrastructure