{
  "video_id": "30077a42bfa7aa96",
  "channel": "export-arxiv-org-rss-cs-ai",
  "title": "Dr-DCI: Scaling Direct Corpus Interaction via Dynamic Workspace Expansion",
  "scores": {
    "depth": 3,
    "novelty": 3,
    "aria_relevance": 3,
    "production_ready": 2
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  "junk_penalty": 0,
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  "effective_score": 2.75,
  "verdict": "promote",
  "one_line_reason": "Novel retriever-steered agentic search framework combining scalable retrieval with precise local workspace operations; directly relevant to Aria's multi-agent patterns, memory design, and cost optimization with strong empirical validation.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.0019010000000000001,
  "triaged_at": "2026-06-16T15:02:51.984369+00:00"
}