{
  "version": "https://jsonfeed.org/version/1.1",
  "title": "Jayesh Suryavanshi — Writing",
  "home_page_url": "https://www.jayeshsuryavanshi.com/blog/",
  "feed_url": "https://www.jayeshsuryavanshi.com/blog/feed.json",
  "description": "Technical studies and field notes on machine learning, LLM agents, and the models I take apart.",
  "language": "en-US",
  "authors": [
    { "name": "Jayesh Suryavanshi", "url": "https://www.jayeshsuryavanshi.com/" }
  ],
  "items": [
    {
      "id": "https://www.jayeshsuryavanshi.com/blog/closed-frontier.html",
      "url": "https://www.jayeshsuryavanshi.com/blog/closed-frontier.html",
      "title": "The closed frontier, mid-2026",
      "summary": "GPT-5.6, Gemini 3.1 Pro, Claude Opus 4.8 & Fable 5, and Grok 4.5 — who actually holds the crown, and why nobody holds all of it. Adversarially fact-checked.",
      "image": "https://www.jayeshsuryavanshi.com/images/og-closed-frontier.png",
      "date_published": "2026-07-16T14:00:00Z",
      "tags": ["machine-learning", "llm", "benchmarks", "frontier-models"]
    },
    {
      "id": "https://www.jayeshsuryavanshi.com/blog/open-weights-frontier.html",
      "url": "https://www.jayeshsuryavanshi.com/blog/open-weights-frontier.html",
      "title": "The open-weights frontier, mid-2026",
      "summary": "Inkling vs GLM 5.2, Kimi K2.7, DeepSeek V4, and Nemotron 3 Ultra — a benchmark-checked field guide to who actually wins what.",
      "image": "https://www.jayeshsuryavanshi.com/images/og-open-weights.png",
      "date_published": "2026-07-16T12:00:00Z",
      "tags": ["machine-learning", "open-weights", "llm", "benchmarks"]
    },
    {
      "id": "https://www.jayeshsuryavanshi.com/blog/inkling.html",
      "url": "https://www.jayeshsuryavanshi.com/blog/inkling.html",
      "title": "Inkling, up close",
      "summary": "A close read of Thinking Machines Lab's 975B open-weights multimodal MoE — architecture, benchmarks, the interaction-models system, and fine-tuning it on Tinker.",
      "image": "https://www.jayeshsuryavanshi.com/images/og-inkling.png",
      "date_published": "2026-07-16T09:00:00Z",
      "tags": ["machine-learning", "llm", "thinking-machines", "inkling"]
    }
  ]
}