{
  "video_id": "ea908b03c1409ada",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "BilliardPhys-Bench: Benchmarking Physical Reasoning and Visual Dynamics of Multimodal LLMs",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "avg_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solider MLLM-Benchmark mit klaren Failure-Modes (Stasis-Bias), aber Evaluations-Design ohne Architektur-Insights fuer Agent-Reasoning oder Memory-Patterns relevant.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001429,
  "triaged_at": "2026-06-01T15:01:02.714224+00:00"
}