{
  "title": "Daily Research Brief 2026-07-02",
  "url": "/en/posts/research-brief-2026-07-02/",
  "permalink": "https://hackcv.com/en/posts/research-brief-2026-07-02/",
  "date": "2026-07-02",
  "lastmod": "2026-07-02",
  "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-2026-07-02/1200/675",
  "readingTime": 1,
  "wordCount": 165,
  "content": "\u003ch1 id=\"daily-research-brief-2026-07-02\"\u003eDaily Research Brief 2026-07-02\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\u003eMeta plans to sell compute externally, challenging AWS/Microsoft/Google Cloud; OpenAI discusses giving 5% equity to the US government — AI regulation enters a new phase. On the paper side: prototype language models (PRISM), self-evolving agents with always-valid certificates, context management for long-horizon agents (Self-GC), and an adversarial pragmatics benchmark.\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\u003ePRISM: Prototype Language Models for Interpretable Sequence Prediction\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2607.00510\"\u003ehttps://arxiv.org/abs/2607.00510\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eNext-Generation Agentic RL Systems Enable Self-Evolving Agents\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2607.01120\"\u003ehttps://arxiv.org/abs/2607.01120\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eInteractive Games Coach Agents with Natural-Language Instruction Learning\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2607.00642\"\u003ehttps://arxiv.org/abs/2607.00642\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eSelf-Evolving Agents with Always-Valid Certificates: Safe and Controllable Self-Modification\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2607.00871\"\u003ehttps://arxiv.org/abs/2607.00871\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eAI-Native Gaming Survey and Roadmap: Definition and Classification Framework\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2607.00527\"\u003ehttps://arxiv.org/abs/2607.00527\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eAdversarial Pragmatics Benchmark: Completing the AI Safety Evaluation System\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2607.01153\"\u003ehttps://arxiv.org/abs/2607.01153\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eSelf-GC: An Autonomous Context Management System for Long-Horizon LLM Agents\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2607.00692\"\u003ehttps://arxiv.org/abs/2607.00692\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eTheoria: A Rewritable Verification System for Informal Reasoning States\u003c/strong\u003e — \u003ca href=\"https://arxiv.org/abs/2607.01223\"\u003ehttps://arxiv.org/abs/2607.01223\u003c/a\u003e\u003c/p\u003e\n\u003c/li\u003e\n\u003c/ol\u003e\n",
  "summary": "Daily Research Brief 2026-07-02 📊 Token usage: estimated from retrieval and writing scale.\nCovers the latest AI research, open source and industry moves, updated daily.\nEditor\u0026rsquo;s Note Meta plans to sell compute externally, challenging AWS/Microsoft/Google Cloud; OpenAI discusses giving 5% equity to the US government — AI regulation enters a new phase. On the paper side: prototype language models (PRISM), self-evolving agents with always-valid certificates, context management for long-horizon agents (Self-GC), and an adversarial pragmatics benchmark.\n"
}