{
  "video_id": "8ee2ec07826520d2",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "DeepInsight: A Unified Evaluation Infrastructure Across the Physical AI Stack",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 3.0,
  "effective_score": 3.0,
  "verdict": "promote",
  "one_line_reason": "Unified eval infrastructure for heterogeneous physical AI stacks with three invariant abstractions (task/resource/result); directly addresses Aria's multi-layer observability and diagnostic needs; novel cross-layer regression tracking; production-deployed, reference-validated.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001858,
  "triaged_at": "2026-06-17T15:04:12.332846+00:00"
}