{
  "video_id": "2607.02509",
  "channel": "cs.AI",
  "title": "ReContext: Recursive Evidence Replay as LLM Harness for Long-Context Reasoning",
  "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": "Training-free inference method mit theoretischer Fundierung (Associative Memory), Multi-Model-Validation (3 Backbones), direkt Code-verfügbar; adressiert core Aria-Pattern (In-Context Reasoning, Evidence Selection ohne externe Memory, Observable Relevance Signals).",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001861,
  "triaged_at": "2026-07-03T15:00:20.445279+00:00"
}