Next-Concept Modeling

Next-Concept Modeling Cuts VRAM Use—but Engineering Proof Is Still Missing

Next-Concept Modeling replaces token-by-token prediction with parallel concept generation, potentially easing VRAM bottlenecks—but its real-world perf