{
  "video_id": "2a856f472f2cc31a",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Zero knowledge verification for frontier AI training is possible",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 2.25,
  "effective_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Frontier-relevante technische Innovation (zkVM für Training-Verification) mit rigoroser Argumentation und klarer Forschungsagenda; hohe Tiefe/Neuigkeit, aber noch 36mo bis PoC—nicht sofort umsetzbar.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0018930000000000002,
  "triaged_at": "2026-06-06T15:00:59.262180+00:00"
}