{
  "video_id": "h5dlIPM0X18",
  "channel": "latentspacepod",
  "title": "The AI Frontier: from FLOPs to Megawatts — Anjney Midha, AMP",
  "scores": {
    "depth": 2,
    "novelty": 1,
    "aria_relevance": 2,
    "production_ready": 1
  },
  "junk_penalty": 1,
  "avg_score": 1.5,
  "effective_score": 1.0,
  "verdict": "summary_only",
  "one_line_reason": "Solid infrastructure thinking (ISO model, utilization, incentive alignment) but largely recycles known patterns (Google Borg, power grid analogy); weak on novel Aria-specific patterns (multi-agent, memory, eval); high-level strategy over implementable systems design.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.005693,
  "triaged_at": "2026-06-19T03:00:47.729695+00:00"
}