{
  "id": 6062186,
  "title": "Beyond the Transformer FFN: How CellularFlow Solves Catastrophic Forgetting",
  "url": "https://urgent.news/2026/09/06/beyond-the-transformer-ffn-how-cellularflow-solves-catastrophic",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-06T23:41:33.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/celcilin/beyond-the-transformer-ffn-how-cellularflow-solves-catastrophic-forgetting-1p5"
  },
  "original_language": "en",
  "account": null,
  "summary": "Beyond the Transformer FFN: How CellularFlow Solves Catastrophic Forgetting with Multi-Head Associative Memory By Celcilin C S ( @celcilin ) A deep dive into replacing dense feed-forward networks with addressable DNA memory banks, achieving zero-backpropagation streaming learning, and preserving 83.9% domain retention. 1. The Elephant in the AI Room: Why Modern LLMs Forget If you take any…",
  "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."
}