{
  "id": 16828113,
  "title": "Self-Keyed In-Parameter Memorization for External Memory-Free Dialogue Recall in Frozen Language Models",
  "url": "https://urgent.news/2026/10/27/self-keyed-in-parameter-memorization-for-external-memory-free",
  "topic": "world",
  "section": "World",
  "published": "2026-10-27T10:10:11.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.36948v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "A large language model maintains conversational content in an external storage that is outside the model and grows as the dialogue continues. This work assumes an environment where a language model has no external memory and no prior knowledge of the future question or its answer. The motivation is to research whether a dialogue can be stored in the model parameters and later answer a question…",
  "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."
}