{
  "id": 12840741,
  "title": "Large-scale semidefinite programming with graphics processing units",
  "url": "https://urgent.news/2026/09/28/large-scale-semidefinite-programming-with-graphics-processing-units",
  "topic": "science",
  "section": "Science",
  "published": "2026-09-28T07:00:00.000Z",
  "source": {
    "name": "PNAS",
    "slug": "pnas",
    "url": "https://www.pnas.org/doi/abs/10.1073/pnas.2516128123?af=R"
  },
  "original_language": "en",
  "account": null,
  "summary": "Proceedings of the National Academy of Sciences, Volume 123, Issue 40, October 2026. SignificanceMany scientific and engineering fields, including optimization, machine learning, and quantum computing, use semidefinite programming (SDP) to tackle complex problems. Unfortunately, as these problems grow, they rapidly exceed the capabilities ...",
  "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."
}