{
  "id": 17073721,
  "title": "NCM Architecture in LLMs: Rethinking How AI Generates Text",
  "url": "https://urgent.news/2026/10/29/ncm-architecture-in-llms-rethinking-how-ai-generates-text",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-29T14:45:17.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/dhivakar_g/ncm-architecture-in-llms-rethinking-how-ai-generates-text-14c2"
  },
  "original_language": "en",
  "account": null,
  "summary": "Traditional LLMs generate text through sequential next-token prediction. But what if we could rethink how AI generates text? Next-Concept Modeling (NCM) explores an alternative approach, generating hierarchical representations from coarse to fine while enabling parallel predictions within each level. In my latest blog, I explore the core architecture, its generation workflow, potential…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}