{
  "title": "Daily Research Brief 2026-08-05",
  "url": "/en/posts/research-brief-2026-08-05/",
  "permalink": "https://hackcv.com/en/posts/research-brief-2026-08-05/",
  "date": "2026-08-05",
  "lastmod": "2026-08-05",
  "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-2026-08-05/1200/675",
  "readingTime": 1,
  "wordCount": 173,
  "content": "\u003ch1 id=\"daily-research-brief-2026-08-05\"\u003eDaily Research Brief 2026-08-05\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\u003eTwo main threads twisted into one today: domestic models pressurize on both \u0026lsquo;capability\u0026rsquo; and \u0026lsquo;capital\u0026rsquo;, while overseas giants are forced to respond with \u0026lsquo;price cuts\u0026rsquo;. DeepSeek restarts a ¥50B funding round, Moonshot Kimi enters a Pre-IPO round, and Kimi K3, MiniMax H3, ByteDance Seedance 2.5 and DeepSeek-V4-F push capability while the incumbents cut prices.\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\u003eUrbanAgent: A Tool-Augmented Agent for Cross-System Urban Tasks\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2608.03018\"\u003ehttps://arxiv.org/abs/2608.03018\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eControl Under Compression: Reliability Frontiers for Tool-Using Agents\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2608.01056\"\u003ehttps://arxiv.org/abs/2608.01056\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eVerifiable Memory: Learning Unified Memory Management for Long-Horizon LLM Agents\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2608.03137\"\u003ehttps://arxiv.org/abs/2608.03137\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eA Game Theory for Foundation Models: Inferring Similarity via Embedded Equilibrium\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2608.03958\"\u003ehttps://arxiv.org/abs/2608.03958\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eEmbodiedVAE: Disentangled Video VAE for Efficient and Controllable Embodied Manipulation\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2608.02990\"\u003ehttps://arxiv.org/abs/2608.02990\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eRoboReact: Agentic Skill Distillation from Generated Egocentric Videos\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2608.03387\"\u003ehttps://arxiv.org/abs/2608.03387\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eEgo2Robot: Scalable Robot Data Synthesis from Egocentric Human Data\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2608.02580\"\u003ehttps://arxiv.org/abs/2608.02580\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIBA-Bench: An Interactive Benchmark for Assessing AI Agents\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2608.02109\"\u003ehttps://arxiv.org/abs/2608.02109\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n",
  "summary": "Daily Research Brief 2026-08-05 📊 Token usage: estimated from retrieval and writing scale.\nCovers the latest AI research, open source and industry moves, updated daily.\nEditor\u0026rsquo;s Note Two main threads twisted into one today: domestic models pressurize on both \u0026lsquo;capability\u0026rsquo; and \u0026lsquo;capital\u0026rsquo;, while overseas giants are forced to respond with \u0026lsquo;price cuts\u0026rsquo;. DeepSeek restarts a ¥50B funding round, Moonshot Kimi enters a Pre-IPO round, and Kimi K3, MiniMax H3, ByteDance Seedance 2.5 and DeepSeek-V4-F push capability while the incumbents cut prices.\n"
}