{
  "title": "Daily Research Brief 2026-05-15",
  "url": "/en/posts/research-brief-2026-05-15/",
  "permalink": "https://hackcv.com/en/posts/research-brief-2026-05-15/",
  "date": "2026-05-15",
  "lastmod": "2026-05-15",
  "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-2026-05-15/1200/675",
  "readingTime": 1,
  "wordCount": 147,
  "content": "\u003ch1 id=\"daily-research-brief-2026-05-15\"\u003eDaily Research Brief 2026-05-15\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\u003eFrontier AI access may soon be limited by economics; Microsoft\u0026rsquo;s MDASH ran 100+ agents in concert, beating Anthropic MCP; AI-generated fake vulnerability reports flooded Node.js; Anthropic raised $30B at a $900B+ valuation; GPT-5.5 hit 62% on complex autonomous coding.\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\u003eArticraft: An Agentic System for Scalable Article Generation\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.15187\"\u003ehttps://arxiv.org/abs/2605.15187\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eMemEye: A Visual-Centric Evaluation Framework for Agent Memory\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.15128\"\u003ehttps://arxiv.org/abs/2605.15128\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eTalk is (Not) Cheap: A Taxonomy and Benchmark Comparing Agent Verbal and Behavioral Capabilities\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.15118\"\u003ehttps://arxiv.org/abs/2605.15118\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eSelf-Distilled Agentic Reinforcement Learning\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.15155\"\u003ehttps://arxiv.org/abs/2605.15155\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePelican-Unified 1.0: A Unified Embodied Intelligence Foundation Model\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.15153\"\u003ehttps://arxiv.org/abs/2605.15153\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eLearning Direct Control Policies with Flow Matching\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.14832\"\u003ehttps://arxiv.org/abs/2605.14832\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eWidening the Gap: Exploiting LLM Quantization Vulnerabilities\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.15152\"\u003ehttps://arxiv.org/abs/2605.15152\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003emHC: Manifold-Constrained Hyper-Connections for Transformers\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2605.15153\"\u003ehttps://arxiv.org/abs/2605.15153\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n",
  "summary": "Daily Research Brief 2026-05-15 📊 Token usage: estimated from retrieval and writing scale.\nCovers the latest AI research, open source and industry moves, updated daily.\nEditor\u0026rsquo;s Note Frontier AI access may soon be limited by economics; Microsoft\u0026rsquo;s MDASH ran 100+ agents in concert, beating Anthropic MCP; AI-generated fake vulnerability reports flooded Node.js; Anthropic raised $30B at a $900B+ valuation; GPT-5.5 hit 62% on complex autonomous coding.\n1. Latest arXiv Papers Articraft: An Agentic System for Scalable Article Generation — https://arxiv.org/abs/2605.15187\n"
}