{
  "title": "Daily Research Brief 2026-06-25",
  "url": "/en/posts/research-brief-2026-06-25/",
  "permalink": "https://hackcv.com/en/posts/research-brief-2026-06-25/",
  "date": "2026-06-25",
  "lastmod": "2026-06-25",
  "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-2026-06-25/1200/675",
  "readingTime": 1,
  "wordCount": 172,
  "content": "\u003ch1 id=\"daily-research-brief-2026-06-25\"\u003eDaily Research Brief 2026-06-25\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\u003eNvidia\u0026rsquo;s industrial robots now autonomously plug/unplug GPUs, fully open-sourced; ByteDance\u0026rsquo;s Doubao Seed 2.1 runs autonomously for 18 hours to finish chip-design code. On the paper side: EgoSim first-person world models, Event-CSL sign language data, CoGoal3D V2X perception, and AIMNet2\u0026rsquo;s 90% cost cut for drug polymorph prediction.\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\u003eEgoSim: First-Person Embodied Interactive World Model for High-Fidelity Dynamic Interaction Simulation\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2604.01001\"\u003ehttps://arxiv.org/abs/2604.01001\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eEvent-CSL: First High-Definition Event-Stream Sign Language Dataset with +28% Baseline\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2606.16700\"\u003ehttps://arxiv.org/abs/2606.16700\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eReflective Masking: Giving AI Human-Like Local Editing Without Rewrites\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2606.16700\"\u003ehttps://arxiv.org/abs/2606.16700\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eCoGoal3D: A New V2X Cooperative Perception Framework with 10%+ 3D Detection Gain\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2606.21622\"\u003ehttps://arxiv.org/abs/2606.21622\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eAIMNet2 ML Interatomic Potentials: 90% Lower Cost for Drug Polymorph Prediction at Same Accuracy\u003c/strong\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIMR-LLM: Multi-Robot Collaboration Framework for Industrial Lines — ICRA'26 Best Paper\u003c/strong\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eMulti-Round Reasoning with Masked Diffusion Models — 32% Higher Math Accuracy\u003c/strong\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eDocument-Tuned Transformer for Mental Health Assessment at Clinical-Grade Accuracy\u003c/strong\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n",
  "summary": "Daily Research Brief 2026-06-25 📊 Token usage: estimated from retrieval and writing scale.\nCovers the latest AI research, open source and industry moves, updated daily.\nEditor\u0026rsquo;s Note Nvidia\u0026rsquo;s industrial robots now autonomously plug/unplug GPUs, fully open-sourced; ByteDance\u0026rsquo;s Doubao Seed 2.1 runs autonomously for 18 hours to finish chip-design code. On the paper side: EgoSim first-person world models, Event-CSL sign language data, CoGoal3D V2X perception, and AIMNet2\u0026rsquo;s 90% cost cut for drug polymorph prediction.\n"
}