{
  "id": 7864099,
  "title": "I used speculative decoding to make my local LLM feel instant, and now I actually prefer it to cloud APIs",
  "url": "https://urgent.news/2026/09/16/i-used-speculative-decoding-to-make-my-local-llm-feel-instant-and-now",
  "topic": "ai",
  "section": "AI",
  "published": "2026-09-16T20:01:17.000Z",
  "source": {
    "name": "XDA Developers",
    "slug": "xda-developers",
    "url": "https://www.xda-developers.com/used-speculative-decoding-my-local-llm-feel-instant-prefer-cloud-apis/"
  },
  "original_language": "en",
  "account": null,
  "summary": "It really made a difference.",
  "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."
}