{
  "video_id": "2605.26110",
  "channel": "cs.LG",
  "title": "Prism: A Plug-in Reproducible Infrastructure for Scalable Multimodal Continual Instruction Tuning",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 3
  },
  "avg_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Plugin-Architektur für MCIT löst Engineering-Bottlenecks; starke Production-Readiness (Code verfügbar) + Aria-Relevance durch Multi-Agent-ähnliche Entkopplung von Algorithmen und Backbone.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.001397,
  "triaged_at": "2026-05-26T15:00:58.852303+00:00"
}