{
  "video_id": "d425fa9724e8a405",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "VectorizationLLM: Smart Vectorization Based AI Assistant",
  "scores": {
    "depth": 1,
    "novelty": 0,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 1,
  "avg_score": 0.75,
  "effective_score": 0.25,
  "verdict": "skip",
  "one_line_reason": "Narrowly-scoped educational RAG-LLM for MATLAB tutoring; no novel architecture, limited Aria relevance (basic RAG+prompt), minimal production insights.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001622,
  "triaged_at": "2026-07-10T15:02:32.564692+00:00"
}