{
  "video_id": "_0vFE4Ti1Gs",
  "channel": "cognitiverevolutionpodcast",
  "title": "The Model Eats the Scaffolding: DeepMind's Logan Kilpatrick & Tulsee Doshi on 3.5 Flash, Omni & More",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 3,
    "production_ready": 2
  },
  "avg_score": 2.0,
  "verdict": "promote",
  "one_line_reason": "Strong agent-harness-product integration strategy & multi-modal scaling philosophy directly relevant to Aria's multi-agent patterns and engineering principles; insider perspective on cost-adjusted Pareto frontier vs. capability race compensates for limited technical novelty.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005215,
  "triaged_at": "2026-05-22T03:05:42.315301+00:00"
}