{
  "id": 17183160,
  "title": "Efficient Scalable Oversight via Rewinding",
  "url": "https://urgent.news/2026/10/29/efficient-scalable-oversight-via-rewinding",
  "topic": "ai",
  "section": "AI",
  "published": "2026-10-29T17:34:28.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2610.40535v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Scalable oversight asks how a weak verifier can check the outputs of computations performed by more powerful AI systems. One proposed approach uses relativizing interactive proofs, in which a weak verifier checks the output of a complex oracle-aided computation by interacting with one or more powerful provers. A prominent example is debate, which is highly efficient but assumes that one of two…",
  "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."
}