{
  "id": 16554907,
  "title": "Do \"True\" and \"False\" Add Up to One? Complement Consistency in LLM-Agent Opinion Simulations",
  "url": "https://urgent.news/2026/10/23/do-true-and-false-add-up-to-one-complement-consistency-in-llm-agent",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-23T16:44:20.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.32874v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "In LLM-agent opinion simulations, each agent reports the probability that a claim is true after seeing its own previous probability and the probabilities reported by its neighbors, and that number becomes its state in the next round. If the number describes the agent's position rather than the sentence it was shown, then rewriting the claim as its complement and replacing every probability p with…",
  "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."
}