{
  "title": "Daily Research Brief 2026-06-15",
  "url": "/en/posts/research-brief-2026-06-15/",
  "permalink": "https://hackcv.com/en/posts/research-brief-2026-06-15/",
  "date": "2026-06-15",
  "lastmod": "2026-06-15",
  "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-2026-06-15/1200/675",
  "readingTime": 1,
  "wordCount": 115,
  "content": "\u003ch1 id=\"daily-research-brief-2026-06-15\"\u003eDaily Research Brief 2026-06-15\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\u003eA lighter issue dominated by open-source agent skills: addyosmani/agent-skills, obra/superpowers, last30days-skill, headroom and NVIDIA/SkillSpector — the skill layer of the agent stack is getting crowded. Papers: TT-DAC-PS trade execution and open-ended multi-agent coordination benchmarks.\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\u003eTT-DAC-PS: Twin-Target Deterministic Actor-Critic with Policy Smoothing for Optimal Trade Execution\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2606.08379\"\u003ehttps://arxiv.org/abs/2606.08379\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eBenchmarking Open-Ended Multi-Agent Coordination in Language Agents\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2606.08340\"\u003ehttps://arxiv.org/abs/2606.08340\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIntegrating Deep Learning Demand Forecasting with Multi-Objective Inventory Optimization\u003c/strong\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n\u003ch2 id=\"2-trending-open-source\"\u003e2. Trending Open Source\u003c/h2\u003e\n\u003col\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eaddyosmani/agent-skills\u003c/strong\u003e — \u003ca href=\"https://github.com/addyosmani/agent-skills\"\u003ehttps://github.com/addyosmani/agent-skills\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eobra/superpowers\u003c/strong\u003e — \u003ca href=\"https://github.com/obra/superpowers\"\u003ehttps://github.com/obra/superpowers\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003emvanhorn/last30days-skill\u003c/strong\u003e — \u003ca href=\"https://github.com/mvanhorn/last30days-skill\"\u003ehttps://github.com/mvanhorn/last30days-skill\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003echopratejas/headroom\u003c/strong\u003e — \u003ca href=\"https://github.com/chopratejas/headroom\"\u003ehttps://github.com/chopratejas/headroom\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eNVIDIA/SkillSpector\u003c/strong\u003e — \u003ca href=\"https://github.com/NVIDIA/SkillSpector\"\u003ehttps://github.com/NVIDIA/SkillSpector\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n",
  "summary": "Daily Research Brief 2026-06-15 📊 Token usage: estimated from retrieval and writing scale.\nCovers the latest AI research, open source and industry moves, updated daily.\nEditor\u0026rsquo;s Note A lighter issue dominated by open-source agent skills: addyosmani/agent-skills, obra/superpowers, last30days-skill, headroom and NVIDIA/SkillSpector — the skill layer of the agent stack is getting crowded. Papers: TT-DAC-PS trade execution and open-ended multi-agent coordination benchmarks.\n1. Latest arXiv Papers TT-DAC-PS: Twin-Target Deterministic Actor-Critic with Policy Smoothing for Optimal Trade Execution — https://arxiv.org/abs/2606.08379\n"
}