{
  "id": 17925883,
  "title": "FedReady: Bounded Agents for Federation Formation",
  "url": "https://urgent.news/2026/11/02/fedready-bounded-agents-for-federation-formation",
  "topic": "ai",
  "section": "AI",
  "published": "2026-11-02T18:32:43.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2611.03586v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "Federated learning (FL) runtimes standardize aggregation and deployment, but each new study still requires federation formation: selecting task-eligible sites and preparing their local data and task code for federated training or analysis. This preparation recurs when the target changes, while raw records and site-private mappings are excluded from cross-site FL messages. We present FedReady, a…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}