{
  "id": 10602341,
  "title": "A packet-level digital hardware twin for commissioning megahertz diagnostic edge AI and plasma control system integration in tokamaks",
  "url": "https://urgent.news/2026/09/27/a-packet-level-digital-hardware-twin-for-commissioning-megahertz",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-27T22:47:52.000Z",
  "source": {
    "name": "arXiv cs.AI",
    "slug": "arxiv-cs-ai",
    "url": "https://arxiv.org/abs/2609.33994v1"
  },
  "original_language": "en",
  "account": null,
  "summary": "High-bandwidth plasma diagnostics increasingly provide inputs to machine learning and signal-processing algorithms intended for real-time tokamak control, but the complete path from diagnostic sampling to control-system handoff is difficult to commission because of their sampling rates. We develop a packet-level digital hardware twin for the megahertz diagnostic edge-AI architecture. The…",
  "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."
}