{
  "title": "Daily Research Brief 2026-05-11",
  "url": "/en/posts/research-brief-2026-05-11/",
  "permalink": "https://hackcv.com/en/posts/research-brief-2026-05-11/",
  "date": "2026-05-11",
  "lastmod": "2026-05-11",
  "author": "",
  "description": "Daily research brief — AI / LLM / Agent / Computer Vision / Audio-Video / Engineering",
  "categories": ["Research Brief"],
  "tags": ["AI","LLM","Agent","Computer Vision","Audio-Video","Engineering","Daily Brief"],
  "cover": "https://picsum.photos/seed/daily-research-brief-2026-05-11/1200/675",
  "readingTime": 1,
  "wordCount": 141,
  "content": "\u003ch1 id=\"daily-research-brief-2026-05-11\"\u003eDaily Research Brief 2026-05-11\u003c/h1\u003e\n\u003cp\u003e📊 Token usage: estimated from retrieval and writing scale.\u003c/p\u003e\n\u003cp\u003eCovers the latest AI research, open source and industry moves, updated daily.\u003c/p\u003e\n\u003chr\u003e\n\u003ch2 id=\"editors-note\"\u003eEditor\u0026rsquo;s Note\u003c/h2\u003e\n\u003cp\u003eSpaceX signed with Anthropic for Colossus-1 datacenter access; Ollama disclosed high-severity CVE-2026-7482; RPCS3 banned automated AI code submissions; the SGLang team raised a $100M seed round. On the paper side: safety certification as classification, VibeServe bespoke LLM services, and World-R1 3D-constrained video generation.\u003c/p\u003e\n\u003ch2 id=\"1-latest-arxiv-papers\"\u003e1. Latest arXiv Papers\u003c/h2\u003e\n\u003col\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eSafety Certification is Classification\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.06087\"\u003ehttps://arxiv.org/abs/2605.06087\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eVibeServe: Can AI Agents Build Bespoke LLM Services?\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.06068\"\u003ehttps://arxiv.org/abs/2605.06068\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eVisual Fingerprints for LLM Generation Comparison\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.06054\"\u003ehttps://arxiv.org/abs/2605.06054\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eEx Ante Evaluation of AI-Induced Idea Diversity\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.06540\"\u003ehttps://arxiv.org/abs/2605.06540\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eMedHorizon: Towards Long-Context Medical Video Understanding\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.06537\"\u003ehttps://arxiv.org/abs/2605.06537\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePACZero: PAC-Private Fine-Tuning of Language Models\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.06505\"\u003ehttps://arxiv.org/abs/2605.06505\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eWorld-R1: Reinforcing 3D Constraints for Text-to-Video Generation\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2604.24764\"\u003ehttps://arxiv.org/abs/2604.24764\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eBARD-VL: New SOTA in Multimodal Diffusion Models\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2604.16514\"\u003ehttps://arxiv.org/abs/2604.16514\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n",
  "summary": "Daily Research Brief 2026-05-11 📊 Token usage: estimated from retrieval and writing scale.\nCovers the latest AI research, open source and industry moves, updated daily.\nEditor\u0026rsquo;s Note SpaceX signed with Anthropic for Colossus-1 datacenter access; Ollama disclosed high-severity CVE-2026-7482; RPCS3 banned automated AI code submissions; the SGLang team raised a $100M seed round. On the paper side: safety certification as classification, VibeServe bespoke LLM services, and World-R1 3D-constrained video generation.\n"
}