Step 4: tool results

{
  "url": "https://arxiv.org/html/2505.03989v3",
  "title": "An alignment safety case sketch based on debate",
  "stance": "denies",
  "context": "The safety case requires that training reach an approximate global equilibrium of the debate game; the authors list exploration guarantees, needed to certify this, as an unsolved open problem.",
  "speaker": "Buhl, Pfau, Hilton, Irving (UK AI Security Institute)",
  "claim_id": "5348bee4-05c7-4ed9-9f10-53c62be3fa5e",
  "confidence": 0.7,
  "publication": "arXiv",
  "source_date": "2025-05",
  "verbatim_text": "A major gap in our sketch is the requirement for exploration guarantees. We know very little about how serious a problem exploration hacking is and how to prevent it - yet the sketch depends on avoiding it."
}