{
  "id": 158354,
  "title": "Implementing Causal Perception: Competing SCMs and Situated Fairness",
  "url": "https://urgent.news/2026/08/04/implementing-causal-perception-competing-scms-and-situated-fairness",
  "topic": "ai",
  "section": "AI",
  "published": "2026-08-04T16:48:19.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2608.03917v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Causal perception occurs when agents with competing Structural Causal Models (SCMs) of the same system infer different probability distributions, including the hypothetical distributions implied by each agent's SCM under the same set of interventions. It shapes how agents reason about the system and how they perceive its fairness. Causal perception is a promising probabilistic framework, but it…",
  "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."
}