{
  "video_id": "2607.02049",
  "channel": "cs.CL",
  "title": "SPLIT: Cross-Lingual Empathy and Cultural Grounding in English and Ukrainian LLM Responses",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 1,
    "production_ready": 1
  },
  "junk_penalty": 0,
  "avg_score": 1.5,
  "effective_score": 1.5,
  "verdict": "summary_only",
  "one_line_reason": "Solide Benchmark-Arbeit zu Cross-Lingual Empathy, aber orthogonal zu Aria-Core (Multi-Agent, Memory, Eval-Patterns für Systeme, nicht für einzelne LLM-Outputs); gute Methodik, niedrige praktische Verwertbarkeit für Agent-Architektur.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001949,
  "triaged_at": "2026-07-03T15:00:58.992290+00:00"
}