{
  "site_title": "ENVOKR // AI PATCH NOTES",
  "run_date": "2026-02-19",
  "generated_at": "2026-02-19T09:05:49.600Z",
  "stats": {
    "total_candidates": 216,
    "deduped_candidates": 207,
    "published_items": 12,
    "sources_ok": 8,
    "sources_failed": []
  },
  "items": [
    {
      "rank": 1,
      "title": "“No technology has me dreaming bigger than AI”",
      "url": "https://blog.google/company-news/inside-google/message-ceo/sundar-pichai-ai-impact-summit-2026/",
      "source_name": "Google AI Blog",
      "source_url": "https://blog.google/technology/ai/rss/",
      "category": "models",
      "source_tier": "official",
      "published_at": "2026-02-19T04:30:00.000Z",
      "score": 92,
      "summary": "CEO Sundar Pichai’s remarks at the opening ceremony of the AI Impact Summit 2026",
      "why_it_matters": "Model capability changes can quickly affect product quality, cost, and vendor strategy."
    },
    {
      "rank": 2,
      "title": "AI Impact Summit 2026",
      "url": "https://blog.google/innovation-and-ai/technology/ai/ai-impact-summit-2026-collection/",
      "source_name": "Google AI Blog",
      "source_url": "https://blog.google/technology/ai/rss/",
      "category": "models",
      "source_tier": "official",
      "published_at": "2026-02-19T04:30:00.000Z",
      "score": 92,
      "summary": "A look at the partnerships and investments Google announced at the AI Impact Summit 2026.",
      "why_it_matters": "Model capability changes can quickly affect product quality, cost, and vendor strategy."
    },
    {
      "rank": 3,
      "title": "Introducing OpenAI for India",
      "url": "https://openai.com/index/openai-for-india",
      "source_name": "OpenAI News",
      "source_url": "https://openai.com/news/rss.xml",
      "category": "models",
      "source_tier": "official",
      "published_at": "2026-02-18T21:00:00.000Z",
      "score": 83,
      "summary": "OpenAI for India expands AI access across the country—building local infrastructure, powering enterprises, and advancing workforce skills.",
      "why_it_matters": "Model capability changes can quickly affect product quality, cost, and vendor strategy."
    },
    {
      "rank": 4,
      "title": "A new way to express yourself: Gemini can now create music",
      "url": "https://blog.google/innovation-and-ai/products/gemini-app/lyria-3/",
      "source_name": "Google AI Blog",
      "source_url": "https://blog.google/technology/ai/rss/",
      "category": "models",
      "source_tier": "official",
      "published_at": "2026-02-18T16:00:00.000Z",
      "score": 77,
      "summary": "Create custom, high-quality 30-second tracks from text and images.",
      "why_it_matters": "Model capability changes can quickly affect product quality, cost, and vendor strategy."
    },
    {
      "rank": 5,
      "title": "Harness engineering: leveraging Codex in an agent-first world",
      "url": "https://openai.com/index/harness-engineering",
      "source_name": "Hacker News: OpenAI",
      "source_url": "https://news.ycombinator.com/",
      "category": "community",
      "source_tier": "community",
      "published_at": "2026-02-19T08:28:46.000Z",
      "score": 75,
      "summary": "Community signal from Hacker News discussion.",
      "why_it_matters": "Community momentum helps distinguish durable trends from one-day noise."
    },
    {
      "rank": 6,
      "title": "Show HN: Onairos SDK– Unified Context API, unlocking cross platform user history",
      "url": "https://onairos.io/",
      "source_name": "Hacker News: OpenAI",
      "source_url": "https://news.ycombinator.com/",
      "category": "community",
      "source_tier": "community",
      "published_at": "2026-02-19T07:19:25.000Z",
      "score": 74,
      "summary": "Community signal from Hacker News discussion.",
      "why_it_matters": "Community momentum helps distinguish durable trends from one-day noise."
    },
    {
      "rank": 7,
      "title": "OAI: EVM Bench LLM Accuracy on Smart Contract Review and Pentesting",
      "url": "https://openai.com/index/introducing-evmbench/",
      "source_name": "Hacker News: OpenAI",
      "source_url": "https://news.ycombinator.com/",
      "category": "community",
      "source_tier": "community",
      "published_at": "2026-02-19T08:47:51.000Z",
      "score": 72,
      "summary": "Community signal from Hacker News discussion.",
      "why_it_matters": "Community momentum helps distinguish durable trends from one-day noise."
    },
    {
      "rank": 8,
      "title": "AI Impact Summit 2026: How we’re partnering to make AI work for everyone",
      "url": "https://blog.google/innovation-and-ai/technology/ai/ai-impact-summit-2026-india/",
      "source_name": "Google AI Blog",
      "source_url": "https://blog.google/technology/ai/rss/",
      "category": "models",
      "source_tier": "official",
      "published_at": "2026-02-18T10:30:00.000Z",
      "score": 71,
      "summary": "An overview of Google’s new global partnerships and funding announcements at the AI Impact Summit in India.",
      "why_it_matters": "Model capability changes can quickly affect product quality, cost, and vendor strategy."
    },
    {
      "rank": 9,
      "title": "IBM and UC Berkeley Diagnose Why Enterprise Agents Fail Using IT-Bench and MAST",
      "url": "https://huggingface.co/blog/ibm-research/itbenchandmast",
      "source_name": "Hugging Face Blog",
      "source_url": "https://huggingface.co/blog/feed.xml",
      "category": "tools",
      "source_tier": "ecosystem",
      "published_at": "2026-02-18T16:15:45.000Z",
      "score": 67,
      "summary": "Update extracted from trusted AI sources.",
      "why_it_matters": "Tooling updates often change integration surfaces and developer workflows within days."
    },
    {
      "rank": 10,
      "title": "Our 2026 Responsible AI Progress Report",
      "url": "https://blog.google/innovation-and-ai/products/responsible-ai-2026-report-ongoing-work/",
      "source_name": "Google AI Blog",
      "source_url": "https://blog.google/technology/ai/rss/",
      "category": "models",
      "source_tier": "official",
      "published_at": "2026-02-17T22:30:00.000Z",
      "score": 57,
      "summary": "A look at our 2026 Responsible AI Progress Report.",
      "why_it_matters": "Model capability changes can quickly affect product quality, cost, and vendor strategy."
    },
    {
      "rank": 11,
      "title": "One-Shot Any Web App with Gradio's gr.HTML",
      "url": "https://huggingface.co/blog/gradio-html-one-shot-apps",
      "source_name": "Hugging Face Blog",
      "source_url": "https://huggingface.co/blog/feed.xml",
      "category": "tools",
      "source_tier": "ecosystem",
      "published_at": "2026-02-18T00:00:00.000Z",
      "score": 44,
      "summary": "Update extracted from trusted AI sources.",
      "why_it_matters": "Tooling updates often change integration surfaces and developer workflows within days."
    },
    {
      "rank": 12,
      "title": "huggingface/transformers v5.2.0",
      "url": "https://github.com/huggingface/transformers/releases/tag/v5.2.0",
      "source_name": "GitHub Releases: transformers",
      "source_url": "https://github.com/huggingface/transformers/releases",
      "category": "tools",
      "source_tier": "ecosystem",
      "published_at": "2026-02-16T18:55:53.000Z",
      "score": 44,
      "summary": "## New Model additions ### VoxtralRealtime VoxtralRealtime is a streaming speech-to-text model from [Mistral AI](https://mistral.ai), designed for real-time automatic speech recognition (ASR).",
      "why_it_matters": "Tooling updates often change integration surfaces and developer workflows within days."
    }
  ]
}