{
  "video_id": "7dd7a7abc8ed81a4",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "SVoT: State-aware Visualization-of-Thought for Spatial Reasoning via Reinforcement Learning",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "junk_penalty": 0,
  "avg_score": 2.75,
  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Multi-hop spatial reasoning via interleaved state verification + RLHF reward design directly addresses Aria's multi-agent observation/reasoning chains; strong empirical validation on 5 domains; 0 hype-markers.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001795,
  "triaged_at": "2026-06-11T15:02:45.655234+00:00"
}