<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
        xmlns:news="http://www.google.com/schemas/sitemap-news/0.9">
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/amd-sglang-diffusion-rocm/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AMD: SGLang Diffusion na ROCm-u dovodi generiranje i uređivanje slika na Instinct GPU-e — inference framework iz LLM svijeta širi se na difuziju</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/arxiv-game-theory-llm-hallucination/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08403: teorija igara protiv halucinacija — multi-agent okvir modelira modele kao strateške igrače da smanji izmišljanje</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/arxiv-overthinking-reasoning-secrets/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08173: &apos;Overthinking&apos; — pojačano zaključivanje tjera reasoning modele da odaju naučene tajne, novi ekstrakcijski napad na ICML 2026</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/arxiv-super-weights-selective-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08733: &apos;Super težine&apos; objašnjavaju zašto selektivni fine-tuning zakazuje — rad prihvaćen na COLM 2026</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/aws-sagemaker-serverless-nemotron-finetune/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: SageMaker donosi serverless fine-tuning NVIDIA Nemotron 3 modela s SFT, RLVR i RLAIF tehnikama</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/claude-code-2-1-206-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.206 donosi /cd s prijedlozima putanja, /doctor savjete za CLAUDE.md i automatski git push u /commit-push-pr</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/github-codeql-prompt-injection-detection/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: CodeQL 2.26 uvodi detekciju AI prompt injectiona — prvi mainstream SAST alat koji AI napade tretira ravnopravno s klasičnima</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/github-copilot-code-review-prompt-fix/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: bolji alati pogoršali Copilot code review — prepisivanje uputa vratilo kvalitetu uz 20% niži trošak</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/henry-schein-dental-ai-image-verify/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: Henry Schein One provjerava kvalitetu dentalnih rendgena AI-jem u realnom vremenu — 11 milijuna snimaka tjedno uz 1,4 sekunde latencije</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/langchain-openwiki-brains-agent-memory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki Brains daje agentima proaktivnu memoriju — automatski skuplja kontekst iz Gmaila, Notiona i Gita u Markdown</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/openai-deutsche-telekom-ai-native-telco/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>OpenAI: Deutsche Telekom kreće u AI-native transformaciju — partnerstvo pokriva podršku, mrežu i glasovni AI za ~245 milijuna korisnika</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-10/pytorch-free-normalization-kernel-fusion/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>PyTorch: &apos;besplatna normalizacija&apos; fuzira Layer Norm u GEMM i attention kernele — Meta cilja niži trošak treniranja velikih modela</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/amd-sglang-diffusion-rocm/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AMD: SGLang Diffusion on ROCm Brings Image Generation and Editing to Instinct GPUs — LLM Inference Framework Expands to Diffusion</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/arxiv-game-theory-llm-hallucination/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08403: Game Theory Against Hallucinations — Multi-Agent Framework Models LLMs as Strategic Players to Reduce Confabulation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/arxiv-overthinking-reasoning-secrets/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08173: &apos;Overthinking&apos; — Amplified Reasoning Forces Reasoning Models to Reveal Learned Secrets, New Extraction Attack at ICML 2026</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/arxiv-super-weights-selective-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08733: &apos;Super Weights&apos; Explain Why Selective Fine-Tuning Fails — Paper Accepted at COLM 2026</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/aws-sagemaker-serverless-nemotron-finetune/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: SageMaker Brings Serverless Fine-Tuning for NVIDIA Nemotron 3 Models with SFT, RLVR, and RLAIF Techniques</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/claude-code-2-1-206-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.206 Brings /cd with Path Suggestions, /doctor Advice for CLAUDE.md, and Auto Git Push in /commit-push-pr</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/github-codeql-prompt-injection-detection/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: CodeQL 2.26 Introduces AI Prompt Injection Detection — First Mainstream SAST Tool to Treat AI Attacks on Par with Classic Ones</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/github-copilot-code-review-prompt-fix/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: Better Tools Made Copilot Code Review Worse — Rewriting Prompts Restored Quality at 20% Lower Cost</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/henry-schein-dental-ai-image-verify/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: Henry Schein One Verifies Dental X-Ray Quality with Real-Time AI — 11 Million Images per Week at 1.4-Second Latency</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/langchain-openwiki-brains-agent-memory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki Brains gives agents proactive memory — automatically collects context from Gmail, Notion and Git into Markdown</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/openai-deutsche-telekom-ai-native-telco/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>OpenAI: Deutsche Telekom launches AI-native transformation — partnership covers support, network and voice AI for ~245 million customers</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-10/pytorch-free-normalization-kernel-fusion/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>PyTorch: &apos;free normalization&apos; fuses Layer Norm into GEMM and attention kernels — Meta targets lower training cost for large models</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/amd-sglang-diffusion-rocm/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AMD: SGLang Diffusion auf ROCm bringt Bildgenerierung und -bearbeitung auf Instinct-GPUs — Inferenz-Framework aus der LLM-Welt erweitert sich auf Diffusion</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/arxiv-game-theory-llm-hallucination/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08403: Spieltheorie gegen Halluzinationen — Multi-Agenten-Framework modelliert Sprachmodelle als strategische Spieler zur Reduktion von Fehlinformationen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/arxiv-overthinking-reasoning-secrets/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08173: &apos;Overthinking&apos; — Verstärktes Schlussfolgern zwingt Reasoning-Modelle zur Preisgabe gelernter Geheimnisse, neuer Extraktionsangriff auf der ICML 2026</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/arxiv-super-weights-selective-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08733: „Super-Gewichte” erklären das Scheitern selektiven Fine-Tunings — Beitrag auf COLM 2026 angenommen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/aws-sagemaker-serverless-nemotron-finetune/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: SageMaker bringt serverloses Fine-Tuning für NVIDIA Nemotron 3 mit SFT, RLVR und RLAIF</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/claude-code-2-1-206-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.206 bringt /cd mit Pfadvorschlägen, /doctor-Hinweise für CLAUDE.md und automatischen Git-Push in /commit-push-pr</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/github-codeql-prompt-injection-detection/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: CodeQL 2.26 führt KI-Prompt-Injection-Erkennung ein — erstes Mainstream-SAST-Tool, das KI-Angriffe gleichwertig mit klassischen behandelt</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/github-copilot-code-review-prompt-fix/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: Bessere Tools verschlechterten Copilot Code Review — Überarbeitung der Anweisungen brachte Qualität bei 20 % geringeren Kosten zurück</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/henry-schein-dental-ai-image-verify/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: Henry Schein One prüft Qualität von Dental-Röntgenbildern in Echtzeit per KI — 11 Millionen Aufnahmen pro Woche bei 1,4 Sekunden Latenz</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/langchain-openwiki-brains-agent-memory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki Brains gibt Agenten proaktives Gedächtnis — sammelt automatisch Kontext aus Gmail, Notion und Git in Markdown</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/openai-deutsche-telekom-ai-native-telco/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>OpenAI: Deutsche Telekom startet KI-native Transformation — Partnerschaft umfasst Support, Netz und Sprach-KI für ~245 Millionen Kunden</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-10/pytorch-free-normalization-kernel-fusion/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>PyTorch: „kostenlose Normalisierung” fusioniert Layer Norm in GEMM- und Attention-Kernel — Meta zielt auf niedrigere Trainingskosten großer Modelle</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/amd-sglang-diffusion-rocm/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AMD: ROCm上的SGLang Diffusion将图像生成与编辑带到Instinct GPU——来自LLM领域的推理框架向扩散模型扩展</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/arxiv-game-theory-llm-hallucination/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08403：博弈论对抗幻觉——多智能体框架将模型建模为战略博弈者以减少虚构内容</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/arxiv-overthinking-reasoning-secrets/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08173：「过度思考」——增强推理迫使reasoning模型泄露所学秘密，ICML 2026新型提取攻击</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/arxiv-super-weights-selective-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08733：「超级权重」揭示选择性微调失败之谜——COLM 2026接收论文</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/aws-sagemaker-serverless-nemotron-finetune/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: SageMaker带来NVIDIA Nemotron 3模型的无服务器微调，支持SFT、RLVR和RLAIF技术</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/claude-code-2-1-206-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.206带来带路径建议的/cd、/doctor对CLAUDE.md的优化建议，以及/commit-push-pr中的自动git push</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/github-codeql-prompt-injection-detection/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: CodeQL 2.26引入AI提示注入检测——首款将AI攻击与经典攻击同等对待的主流SAST工具</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/github-copilot-code-review-prompt-fix/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: 更好的工具让Copilot代码审查变差了——重写提示词在降低20%成本的同时恢复了质量</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/henry-schein-dental-ai-image-verify/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: Henry Schein One用AI实时验证牙科X光质量——每周1100万张影像，延迟1.4秒</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/langchain-openwiki-brains-agent-memory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki Brains为代理带来主动记忆——自动从Gmail、Notion和Git收集上下文并保存为Markdown</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/openai-deutsche-telekom-ai-native-telco/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>OpenAI: Deutsche Telekom启动AI原生转型——合作涵盖约2.45亿用户的客服、网络和语音AI</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-10/pytorch-free-normalization-kernel-fusion/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>PyTorch: 「免费归一化」将Layer Norm融合进GEMM和attention核——Meta瞄准降低大型模型训练成本</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/amd-sglang-diffusion-rocm/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AMD: SGLang DiffusionをROCmで実現——LLM向けinferenceフレームワークがInstinct GPUでの画像生成・編集に拡張</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/arxiv-game-theory-llm-hallucination/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08403: ゲーム理論でLLMの幻覚に対抗——マルチエージェント枠組みがモデルを戦略的プレイヤーとして均衡へ</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/arxiv-overthinking-reasoning-secrets/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08173: 「Overthinking」——強化された推論がreasoningモデルに学習済み秘密を暴露させる、ICML 2026採択の新たな抽出攻撃</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/arxiv-super-weights-selective-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08733: 「スーパーウェイト」が選択的ファインチューニングの失敗を説明——COLM 2026採択論文</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/aws-sagemaker-serverless-nemotron-finetune/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: SageMakerがNVIDIA Nemotron 3モデルのサーバーレスファインチューニングをSFT・RLVR・RLAIFで提供開始</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/claude-code-2-1-206-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.206がパス提案付き/cd、CLAUDE.mdへの/doctorアドバイス、/commit-push-prの自動git pushを導入</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/github-codeql-prompt-injection-detection/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: CodeQL 2.26がAI prompt injection検出を導入——AI攻撃をXSSやSQLインジェクションと同等に扱う初のメインストリームSASTツール</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/github-copilot-code-review-prompt-fix/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: 優れたツールがCopilot code reviewを悪化させた——プロンプトの書き直しで質を保ちつつ20%コスト削減を実現</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/henry-schein-dental-ai-image-verify/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: Henry Schein OneがAIでリアルタイムに歯科X線の品質確認——週1,100万枚の撮影を1.4秒のレイテンシで処理</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/langchain-openwiki-brains-agent-memory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki BrainsがエージェントにプロアクティブなメモリをGmail・Notion・GitからMarkdownで自動収集</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/openai-deutsche-telekom-ai-native-telco/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>OpenAI: Deutsche TelekomがAI-native変革へ——約2億4,500万ユーザーを対象にサポート・ネットワーク・音声AIをカバーするパートナーシップ</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-10/pytorch-free-normalization-kernel-fusion/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>PyTorch: 「フリー正規化」がLayer NormをGEMMとattentionカーネルに融合——Metaが大規模モデルの学習コスト削減を目指す</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/amd-sglang-diffusion-rocm/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AMD: ROCm 기반 SGLang Diffusion이 Instinct GPU에 이미지 생성·편집 기능 제공 — LLM용 추론 프레임워크, 확산 모델로 확장</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/arxiv-game-theory-llm-hallucination/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08403: 게임 이론으로 환각 방지 — 멀티 에이전트 프레임워크가 모델을 전략적 플레이어로 모델링해 허위 정보 생성 감소</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/arxiv-overthinking-reasoning-secrets/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08173: 『Overthinking』 — 강화된 추론이 추론 모델로 하여금 학습된 비밀을 누설하게 만드는 ICML 2026 신규 추출 공격</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/arxiv-super-weights-selective-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.08733: 『슈퍼 가중치』가 선택적 파인튜닝이 실패하는 이유를 설명한다 — COLM 2026 채택 논문</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/aws-sagemaker-serverless-nemotron-finetune/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: SageMaker가 NVIDIA Nemotron 3 모델의 서버리스 파인튜닝 도입 — SFT·RLVR·RLAIF 기법 지원</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/claude-code-2-1-206-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.206 — 경로 제안 /cd, CLAUDE.md 조언 /doctor, /commit-push-pr의 자동 git push</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/github-codeql-prompt-injection-detection/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: CodeQL 2.26이 AI 프롬프트 인젝션 탐지 도입 — 주류 SAST 도구 최초로 AI 공격을 기존 취약점과 동등하게 처리</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/github-copilot-code-review-prompt-fix/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>GitHub: 더 나은 도구가 Copilot 코드 리뷰를 악화시켰다 — 프롬프트 재작성으로 품질 유지하면서 비용 20% 절감</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/henry-schein-dental-ai-image-verify/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>AWS: Henry Schein One, AI로 치과 엑스레이 품질을 실시간 검증 — 주당 1100만 건, 지연 시간 1.4초</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/langchain-openwiki-brains-agent-memory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki Brains가 에이전트에 능동적 메모리 부여 — Gmail·Notion·Git에서 자동으로 컨텍스트를 수집해 Markdown으로 저장</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/openai-deutsche-telekom-ai-native-telco/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>OpenAI: Deutsche Telekom, AI 네이티브 전환 착수 — 약 2억 4500만 고객의 지원·네트워크·음성 AI 포괄하는 파트너십</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-10/pytorch-free-normalization-kernel-fusion/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-10T00:00:00Z</news:publication_date>
      <news:title>PyTorch: 『무료 정규화』로 Layer Norm을 GEMM·어텐션 커널에 융합 — Meta, 대규모 모델 학습 비용 절감 목표</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/amd-flydsl-python-gpu-kernels/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>AMD: FlyDSL — Python DSL koji obećava performanse ručno pisanih HIP C++ GPU kernela uz znatno manje koda</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/anthropic-bernanke-benefit-trust/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: nobelovac Ben Bernanke, bivši šef Fed-a, ulazi u Long-Term Benefit Trust — tijelo koje nadzire misiju kompanije</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/anthropic-hard-questions-initiative/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: inicijativa &apos;Hard Questions&apos; poziva javnost da postavlja najteža pitanja o AI-ju — uz obvezu javnog izvještavanja</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/anthropic-reflect-usage-dashboard/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Reflect — dashboard koji pokazuje kako koristiš Claude, s tihim satima i pitanjima za samorefleksiju</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/arxiv-harness-effect-token-economics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.06906: &apos;Harness Effect&apos; — dizajn orkestracije reže trošak AI agenta 41%, više nego promjena modela</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/github-copilot-repository-overview/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot sada nudi AI pregled repozitorija — automatski sažetak svrhe, tehnologija i načina doprinošenja</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/google-sensorfm-wearable-health/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Google: SensorFM — foundation model treniran na bilijun minuta wearable podataka pobjeđuje na 34 od 35 zdravstvenih zadataka</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/ibm-bob-multi-agent-mainframe/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>IBM: Bob postaje multi-agent platforma — COBOL modernizacija devetomjesečnog projekta završena u 3 dana</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/meta-muse-spark-1-1-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Meta: Muse Spark 1.1 donosi multimodalno zaključivanje s milijun tokena konteksta i koordinaciju subagenata kroz Model API</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/microsoft-aurora-1-5-weather-sota/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Microsoft: Aurora 1.5 open-source model nadmašuje ECMWF ensemble na 88,9% varijabli — novi standard AI prognoze vremena</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/mistral-studio-prompt-skill-governance/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Mistral: Studio dobiva version control za promptove i skillove — nepromjenjive verzije, audit tragovi i rollback</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/ollama-88m-funding-local-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Ollama: 88 milijuna dolara financiranja za lokalni AI — 8,9 milijuna developera i Docker osnivač među investitorima</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/openai-bio-bug-bounty-gpt-5-5/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: prvi Bio Bug Bounty — istraživači pozvani da pronađu biosigurnosne propuste u GPT-5.5 modelu</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/openai-chatgpt-work-agent/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: ChatGPT postaje agent za ozbiljan posao — radi satima kroz aplikacije i datoteke do gotovog rezultata</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/openai-gpt-5-6-sol-terra-luna/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: GPT-5.6 stiže u tri varijante — Sol, Terra i Luna, s multi-agent orkestracijom i istim danom u GitHub Copilotu</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-09/xai-grok-4-5-coding-agentic/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5 — novi flagship za kodiranje i agentski rad po cijeni od 2 dolara za milijun ulaznih tokena</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/amd-flydsl-python-gpu-kernels/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>AMD: FlyDSL — Python DSL that promises performance of hand-written HIP C++ GPU kernels with far less code</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/anthropic-bernanke-benefit-trust/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Nobel laureate Ben Bernanke, former Fed chair, joins the Long-Term Benefit Trust — the body overseeing the company&apos;s mission</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/anthropic-hard-questions-initiative/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: &apos;Hard Questions&apos; initiative invites the public to ask the toughest questions about AI — with a commitment to public reporting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/anthropic-reflect-usage-dashboard/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Reflect — dashboard showing how you use Claude, with quiet hours and self-reflection prompts</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/arxiv-harness-effect-token-economics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.06906: &apos;Harness Effect&apos; — orchestration design cuts AI agent cost by 41%, more than changing the model</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/github-copilot-repository-overview/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot now offers AI repository overview — automatic summary of purpose, technologies, and how to contribute</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/google-sensorfm-wearable-health/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Google: SensorFM — foundation model trained on one trillion minutes of wearable data wins on 34 of 35 health tasks</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/ibm-bob-multi-agent-mainframe/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>IBM: Bob becomes a multi-agent platform — nine-month COBOL modernization project completed in 3 days</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/meta-muse-spark-1-1-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Meta: Muse Spark 1.1 brings multimodal reasoning with one million token context and sub-agent coordination via Model API</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/microsoft-aurora-1-5-weather-sota/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Microsoft: Aurora 1.5 open-source model outperforms ECMWF ensemble on 88.9% of variables — new standard in AI weather forecasting</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/mistral-studio-prompt-skill-governance/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Mistral: Studio gets version control for prompts and skills — immutable versions, audit trails, and rollback</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/ollama-88m-funding-local-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Ollama: $88 million in funding for local AI — 8.9 million developers and Docker&apos;s founder among investors</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/openai-bio-bug-bounty-gpt-5-5/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: first Bio Bug Bounty — researchers invited to find biosecurity vulnerabilities in the GPT-5.5 model</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/openai-chatgpt-work-agent/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: ChatGPT becomes an agent for serious work — operates for hours through apps and files until the job is done</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/openai-gpt-5-6-sol-terra-luna/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: GPT-5.6 arrives in three variants — Sol, Terra and Luna, with multi-agent orchestration and same-day availability in GitHub Copilot</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-09/xai-grok-4-5-coding-agentic/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5 — new flagship for coding and agentic work at $2 per million input tokens</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/amd-flydsl-python-gpu-kernels/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>AMD: FlyDSL — Python-DSL verspricht Leistung manuell geschriebener HIP-C++-GPU-Kernel mit deutlich weniger Code</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/anthropic-bernanke-benefit-trust/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Nobelpreisträger Ben Bernanke, ehemaliger Fed-Chef, tritt dem Long-Term Benefit Trust bei — dem Gremium zur Überwachung der Unternehmensmission</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/anthropic-hard-questions-initiative/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Initiative &apos;Hard Questions&apos; lädt die Öffentlichkeit ein, die schwierigsten KI-Fragen zu stellen — mit Berichtspflicht</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/anthropic-reflect-usage-dashboard/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Reflect — Dashboard zeigt, wie Sie Claude nutzen, mit Ruhezeiten und Selbstreflexionsfragen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/arxiv-harness-effect-token-economics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.06906: &apos;Harness Effect&apos; — Orchestrierungsdesign senkt KI-Agenten-Kosten um 41 % — mehr als ein Modellwechsel</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/github-copilot-repository-overview/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot bietet jetzt KI-Repository-Übersicht — automatische Zusammenfassung von Zweck, Technologien und Beitragshinweisen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/google-sensorfm-wearable-health/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Google: SensorFM — Foundation-Modell auf einer Billion Minuten Wearable-Daten gewinnt 34 von 35 Gesundheitsaufgaben</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/ibm-bob-multi-agent-mainframe/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>IBM: Bob wird zur Multi-Agent-Plattform — neunmonatiges COBOL-Modernisierungsprojekt in 3 Tagen abgeschlossen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/meta-muse-spark-1-1-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Meta: Muse Spark 1.1 bringt multimodales Reasoning mit einer Million Token Kontext und Sub-Agenten-Koordination über Model API</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/microsoft-aurora-1-5-weather-sota/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Microsoft: Open-Source-Modell Aurora 1.5 übertrifft ECMWF-Ensemble bei 88,9 % der Variablen — neuer Standard in der KI-Wettervorhersage</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/mistral-studio-prompt-skill-governance/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Mistral: Studio erhält Versionskontrolle für Prompts und Skills — unveränderliche Versionen, Audit-Protokolle und Rollback</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/ollama-88m-funding-local-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Ollama: 88 Millionen Dollar Finanzierung für lokale KI — 8,9 Millionen Entwickler und Docker-Gründer als Investoren</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/openai-bio-bug-bounty-gpt-5-5/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: erstes Bio Bug Bounty — Forscher eingeladen, Biosicherheitslücken im GPT-5.5-Modell zu finden</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/openai-chatgpt-work-agent/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: ChatGPT wird zum Agenten für ernsthafte Arbeit — stundenlang durch Apps und Dateien bis zum fertigen Ergebnis</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/openai-gpt-5-6-sol-terra-luna/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: GPT-5.6 in drei Varianten — Sol, Terra und Luna mit Multi-Agent-Orchestrierung und sofortiger GitHub-Copilot-Integration</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-09/xai-grok-4-5-coding-agentic/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5 — neues Flagship für Coding und agentische Arbeit für 2 Dollar pro Million Eingabe-Token</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/amd-flydsl-python-gpu-kernels/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>AMD: FlyDSL——Python DSL 承诺以更少代码实现手写 HIP C++ GPU 核函数的性能</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/anthropic-bernanke-benefit-trust/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: 诺贝尔奖得主、前美联储主席 Ben Bernanke 加入 Long-Term Benefit Trust——公司使命监督机构</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/anthropic-hard-questions-initiative/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: 「Hard Questions」倡议邀请公众提出最难的 AI 问题——并承诺公开报告</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/anthropic-reflect-usage-dashboard/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Reflect——展示你如何使用 Claude 的控制台，含免打扰时段和自我反思问题</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/arxiv-harness-effect-token-economics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.06906：「Harness Effect」——编排设计将 AI 智能体成本削减 41%，效果超过更换模型</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/github-copilot-repository-overview/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot 现在提供 AI 仓库概览——自动总结目的、技术栈和贡献方式</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/google-sensorfm-wearable-health/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Google: SensorFM——基于万亿分钟可穿戴数据训练的基础模型，在 35 项健康任务中赢得 34 项</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/ibm-bob-multi-agent-mainframe/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>IBM: Bob 成为多智能体平台——COBOL 现代化九个月的项目在 3 天内完成</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/meta-muse-spark-1-1-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Meta: Muse Spark 1.1 带来百万 token 上下文的多模态推理，并通过 Model API 协调子智能体</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/microsoft-aurora-1-5-weather-sota/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Microsoft: 开源模型 Aurora 1.5 在 88.9% 的变量上超越 ECMWF 集合预报——AI 天气预报新标准</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/mistral-studio-prompt-skill-governance/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Mistral: Studio 新增提示词和技能的版本控制——不可变版本、审计追踪和回滚</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/ollama-88m-funding-local-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Ollama: 获得 8800 万美元融资用于本地 AI——890 万开发者，Docker 创始人参与投资</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/openai-bio-bug-bounty-gpt-5-5/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: 首个生物漏洞赏金计划——邀请研究人员发现 GPT-5.5 的生物安全缺陷</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/openai-chatgpt-work-agent/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: ChatGPT 成为真正的工作智能体——可跨应用操作，自主工作数小时直至完成</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/openai-gpt-5-6-sol-terra-luna/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: GPT-5.6 推出三款变体——Sol、Terra 与 Luna，内置多智能体编排，GitHub Copilot 同日上线</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-09/xai-grok-4-5-coding-agentic/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5——面向编程和智能体任务的新旗舰，每百万输入 token 仅需 2 美元</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/amd-flydsl-python-gpu-kernels/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>AMD: FlyDSL——より少ないコードで手書き HIP C++ GPU カーネルの性能を約束する Python DSL</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/anthropic-bernanke-benefit-trust/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: ノーベル賞受賞者・元 FRB 議長 Ben Bernanke が Long-Term Benefit Trust に就任——企業使命の監督機関</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/anthropic-hard-questions-initiative/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: 「Hard Questions」イニシアチブが AI に関する最も難しい質問を公募——公開報告の義務を伴う</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/anthropic-reflect-usage-dashboard/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Reflect——Claude の使い方を示すダッシュボード、サイレント時間帯と内省的な質問つき</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/arxiv-harness-effect-token-economics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.06906：「Harness Effect」——オーケストレーション設計が AI エージェントのコストを 41% 削減、モデル変更より効果的</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/github-copilot-repository-overview/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot がリポジトリの AI 概要を提供——目的・技術スタック・貢献方法を自動生成</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/google-sensorfm-wearable-health/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Google: SensorFM——1 兆分超えのウェアラブルデータで学習した基盤モデル、35 健康タスク中 34 で勝利</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/ibm-bob-multi-agent-mainframe/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>IBM: Bob がマルチエージェントプラットフォームに——COBOL 現代化の 9 か月プロジェクトが 3 日で完了</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/meta-muse-spark-1-1-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Meta: Muse Spark 1.1 が 100 万トークンコンテキストのマルチモーダル推論と Model API 経由のサブエージェント調整を実現</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/microsoft-aurora-1-5-weather-sota/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Microsoft: オープンソースモデル Aurora 1.5 が 88.9% の変数で ECMWF アンサンブルを超越——AI 天気予報の新基準</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/mistral-studio-prompt-skill-governance/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Mistral: Studio にプロンプトとスキルのバージョン管理が登場——不変バージョン、監査証跡、ロールバック</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/ollama-88m-funding-local-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Ollama: ローカル AI 向けに 8,800 万ドルの資金調達——890 万人の開発者、Docker 創設者も投資家に</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/openai-bio-bug-bounty-gpt-5-5/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: 初の Bio Bug Bounty——GPT-5.5 の生物安全上の脆弱性を発見する研究者を募集</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/openai-chatgpt-work-agent/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: ChatGPT が本格的な仕事のエージェントに——アプリをまたいで操作し、何時間も自律的に作業して成果を出す</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/openai-gpt-5-6-sol-terra-luna/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: GPT-5.6 が Sol・Terra・Luna の3バリアントで登場——マルチエージェント編成と GitHub Copilot への初日対応</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-09/xai-grok-4-5-coding-agentic/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5——コーディングとエージェントタスク向け新フラッグシップ、100 万入力トークンわずか 2 ドル</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/amd-flydsl-python-gpu-kernels/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>AMD: FlyDSL——더 적은 코드로 수작업 HIP C++ GPU 커널의 성능을 약속하는 Python DSL</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/anthropic-bernanke-benefit-trust/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: 노벨상 수상자·전 FRB 의장 Ben Bernanke, Long-Term Benefit Trust 합류——회사 사명 감독 기구</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/anthropic-hard-questions-initiative/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: 「Hard Questions」 이니셔티브, AI에 관한 가장 어려운 질문을 공개 모집——공개 보고 의무 포함</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/anthropic-reflect-usage-dashboard/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Reflect——Claude 사용 방식을 보여주는 대시보드, 방해 금지 시간대와 자기 성찰 질문 포함</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/arxiv-harness-effect-token-economics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.06906: 「Harness Effect」——오케스트레이션 설계가 AI 에이전트 비용을 41% 절감, 모델 교체보다 효과적</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/github-copilot-repository-overview/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot이 이제 AI 저장소 개요 제공——목적, 기술 스택, 기여 방법을 자동으로 요약</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/google-sensorfm-wearable-health/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Google: SensorFM——1조 분 이상 웨어러블 데이터로 학습한 기반 모델, 35개 건강 과제 중 34개 승리</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/ibm-bob-multi-agent-mainframe/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>IBM: Bob, 멀티 에이전트 플랫폼으로 진화——COBOL 현대화 9개월 프로젝트를 3일 만에 완료</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/meta-muse-spark-1-1-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Meta: Muse Spark 1.1, 100만 토큰 컨텍스트 멀티모달 추론과 Model API를 통한 서브 에이전트 조정 제공</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/microsoft-aurora-1-5-weather-sota/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Microsoft: 오픈소스 모델 Aurora 1.5, 88.9% 변수에서 ECMWF 앙상블 초과——AI 기상 예보의 새 기준</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/mistral-studio-prompt-skill-governance/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Mistral: Studio에 프롬프트와 스킬 버전 관리 도입——불변 버전, 감사 추적, 롤백</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/ollama-88m-funding-local-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>Ollama: 로컬 AI를 위한 8800만 달러 투자 유치——890만 개발자, Docker 창업자도 투자자로 참여</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/openai-bio-bug-bounty-gpt-5-5/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: 첫 번째 Bio Bug Bounty——GPT-5.5의 생물 안전 취약점을 찾을 연구자 모집</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/openai-chatgpt-work-agent/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: ChatGPT, 실제 업무 에이전트로 진화——앱 전반에 걸쳐 작업하고 수 시간 동안 자율적으로 일해 결과물 완성</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/openai-gpt-5-6-sol-terra-luna/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>OpenAI: GPT-5.6, Sol·Terra·Luna 세 가지 변형으로 출시——멀티 에이전트 오케스트레이션과 GitHub Copilot 당일 지원</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-09/xai-grok-4-5-coding-agentic/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-09T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5——코딩 및 에이전트 작업을 위한 새 플래그십, 백만 입력 토큰당 단 2달러</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/anthropic-claude-code-2-1-205/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Claude Code v2.1.205: sigurnost sesija, popravci i ušteda od 400 MB RAM-a</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/anthropic-gram-dual-use-offswitch/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Anthropic razvija „off switch” za opasno znanje: GRAM izolira dual-use sposobnosti u uklonjive module</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/arxiv-doomed-early-abort/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Kaskada proba predviđa neuspjeh AI agenta iz skrivenih aktivacija pri prvom koraku i štedi do 47% tokena</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/arxiv-dt-guard-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>DT-Guard: model od 4B parametara nadmašuje 8B guardraile odvajanjem reasoning supervizije od brzine inferencije</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/arxiv-incontext-search-theory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Formalna teorija precizno definira kada iterativna refleksija LLM-ova donosi eksponencijalna poboljšanja</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/aws-claude-apps-gateway/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>AWS uvodi Claude Apps Gateway: centralno upravljanje Claude alatima za enterprise timove</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/cncf-cloud-native-ai-storage/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>CNCF white paper: Pohrana podataka ostaje glavna prepreka cloud-native AI-ja u mjerilu</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/ibm-redhat-lightwell/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>IBM i Red Hat proširuju Lightwell — 6.500+ saniranih open-source ovisnosti i clearinghouse za financije</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/langchain-nvidia-nemoclaw/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>LangChain i NVIDIA lansiraju NemoClaw: otvoreni agentski stack postiže 10× niži trošak od konkurencije</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/microsoft-flint-viz-language/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Flint — Microsoftov open-source jezik koji kompajlira vizualizacije za AI agente</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/mistral-robostral-navigate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Mistral Robostral Navigate: robotski AI koji navigira samo s RGB kamerom</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/openai-government-national-security/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI objavljuje načela za suradnju s vladama i sigurnosnim strukturama</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/openai-gpt-live/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI lansira GPT-Live: glasovni model za životne AI razgovore</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/openai-swe-bench-pro-critique/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI preispituje SWE-Bench Pro: vodeći benchmark za AI kodiranje ima probleme s pouzdanošću</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-08/pytorch-2-13-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>PyTorch 2.13: do 4× manje GPU memorije za LLM treniranje i 12,3× brži FlexAttention</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/anthropic-claude-code-2-1-205/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Claude Code v2.1.205: Session Security, Bug Fixes, and 400 MB RAM Savings</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/anthropic-gram-dual-use-offswitch/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Anthropic Develops an &apos;Off Switch&apos; for Dangerous Knowledge: GRAM Isolates Dual-Use Capabilities into Removable Modules</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/arxiv-doomed-early-abort/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>A Probe Cascade Predicts AI Agent Failure from Hidden Activations at the First Step, Saving Up to 47% of Tokens</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/arxiv-dt-guard-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>DT-Guard: 4B-Parameter Model Outperforms 8B Guardrails by Separating Reasoning Supervision from Inference Speed</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/arxiv-incontext-search-theory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Formal Theory Precisely Defines When Iterative LLM Reflection Yields Exponential Gains</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/aws-claude-apps-gateway/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>AWS Introduces Claude Apps Gateway: Centralized Management of Claude Tools for Enterprise Teams</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/cncf-cloud-native-ai-storage/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>CNCF White Paper: Data Storage Remains the Main Barrier to Cloud-Native AI at Scale</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/ibm-redhat-lightwell/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>IBM and Red Hat Expand Lightwell — 6,500+ Remediated Open-Source Dependencies and Clearinghouse for Finance</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/langchain-nvidia-nemoclaw/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>LangChain and NVIDIA Launch NemoClaw: Open Agent Stack Achieves 10× Lower Cost Than Competitors</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/microsoft-flint-viz-language/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Flint — Microsoft&apos;s Open-Source Language That Compiles Visualizations for AI Agents</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/mistral-robostral-navigate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Mistral Robostral Navigate: Robotic AI That Navigates Using Only an RGB Camera</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/openai-government-national-security/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI Publishes Principles for Collaboration with Governments and Security Organizations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/openai-gpt-live/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI Launches GPT-Live: Voice Model for Lifelike AI Conversations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/openai-swe-bench-pro-critique/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI Challenges SWE-Bench Pro: The Leading AI Coding Benchmark Has Reliability Problems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-08/pytorch-2-13-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>PyTorch 2.13: Up to 4× Less GPU Memory for LLM Training and 12.3× Faster FlexAttention</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/anthropic-claude-code-2-1-205/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Claude Code v2.1.205: Sitzungssicherheit, Fehlerbehebungen und 400 MB RAM-Einsparung</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/anthropic-gram-dual-use-offswitch/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Anthropic entwickelt „Off Switch” für gefährliches Wissen: GRAM isoliert Dual-Use-Fähigkeiten in entfernbare Module</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/arxiv-doomed-early-abort/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Probe-Kaskade sagt Misserfolg des KI-Agenten aus verborgenen Aktivierungen im ersten Schritt voraus und spart bis zu 47 % der Token</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/arxiv-dt-guard-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>DT-Guard: 4B-Parameter-Modell übertrifft 8B-Guardrails durch Trennung von Reasoning-Supervision und Inferenzgeschwindigkeit</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/arxiv-incontext-search-theory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Formale Theorie definiert präzise, wann iterative LLM-Reflexion exponentielle Verbesserungen bringt</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/aws-claude-apps-gateway/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>AWS führt Claude Apps Gateway ein: Zentrales Management von Claude-Tools für Enterprise-Teams</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/cncf-cloud-native-ai-storage/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>CNCF White Paper: Datenspeicherung bleibt größtes Hindernis für Cloud-Native-KI im Maßstab</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/ibm-redhat-lightwell/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>IBM und Red Hat erweitern Lightwell – 6.500+ bereinigte Open-Source-Abhängigkeiten und Clearinghouse für Finanzen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/langchain-nvidia-nemoclaw/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>LangChain und NVIDIA launchen NemoClaw: Offener Agenten-Stack erzielt 10× niedrigere Kosten als Konkurrenz</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/microsoft-flint-viz-language/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Flint — Microsofts Open-Source-Sprache, die Visualisierungen für KI-Agenten kompiliert</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/mistral-robostral-navigate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Mistral Robostral Navigate: Roboter-KI navigiert nur mit RGB-Kamera</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/openai-government-national-security/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI veröffentlicht Grundsätze für Partnerschaften mit Regierungen und Sicherheitsbehörden</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/openai-gpt-live/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI lanciert GPT-Live: Sprachmodell für lebensechte KI-Konversationen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/openai-swe-bench-pro-critique/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI hinterfragt SWE-Bench Pro: Führender KI-Coding-Benchmark hat Zuverlässigkeitsprobleme</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-08/pytorch-2-13-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>PyTorch 2.13: bis zu 4× weniger GPU-Speicher beim LLM-Training und 12,3× schnelleres FlexAttention</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/anthropic-claude-code-2-1-205/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Claude Code v2.1.205：会话安全、错误修复与节省400 MB内存</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/anthropic-gram-dual-use-offswitch/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Anthropic开发危险知识「关闭开关」：GRAM将两用能力隔离为可移除模块</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/arxiv-doomed-early-abort/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>探针级联从第一步隐藏激活预测AI智能体失败，节省高达47%的token</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/arxiv-dt-guard-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>DT-Guard：40亿参数模型通过分离推理监督与推理速度，超越80亿参数安全护栏</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/arxiv-incontext-search-theory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>形式理论精确界定：LLM迭代反思何时带来指数级性能提升？</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/aws-claude-apps-gateway/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>AWS推出Claude Apps Gateway：企业团队的Claude工具集中管理平台</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/cncf-cloud-native-ai-storage/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>CNCF白皮书：数据存储仍是云原生AI大规模落地的主要瓶颈</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/ibm-redhat-lightwell/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>IBM与Red Hat扩展Lightwell——6500+修复开源依赖项及金融行业信息交换中心</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/langchain-nvidia-nemoclaw/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>LangChain与NVIDIA发布NemoClaw：开放智能体栈成本比竞争对手低10倍</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/microsoft-flint-viz-language/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Flint——微软开源的AI智能体图表编译语言</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/mistral-robostral-navigate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Mistral Robostral Navigate：仅用RGB摄像头导航的机器人AI模型</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/openai-government-national-security/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI发布与政府及安全机构合作的原则声明</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/openai-gpt-live/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI发布GPT-Live：面向生动自然对话的语音AI模型</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/openai-swe-bench-pro-critique/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI质疑SWE-Bench Pro：AI编程领域主流基准存在可靠性问题</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-08/pytorch-2-13-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>PyTorch 2.13：LLM训练GPU显存最高降低4倍，FlexAttention提速12.3倍</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/anthropic-claude-code-2-1-205/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Claude Code v2.1.205：セッションセキュリティ、バグ修正、RAM使用量400MB削減</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/anthropic-gram-dual-use-offswitch/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Anthropic、危険な知識の「オフスイッチ」を開発：GRAMが二重利用可能な能力を除去可能なモジュールに分離</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/arxiv-doomed-early-abort/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>プローブのカスケードが第1ステップの隠れた活性化からAIエージェントの失敗を予測し、トークンを最大47%節約</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/arxiv-dt-guard-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>DT-Guard：4Bパラメータモデルが推論スーパービジョンと推論速度の分離で8Bガードレールを凌駕</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/arxiv-incontext-search-theory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>反復的な反省がLLMに指数関数的な改善をもたらす条件を形式理論が正確に定義</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/aws-claude-apps-gateway/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>AWSがClaude Apps Gatewayを発表：エンタープライズチーム向けClaudeツールの一元管理</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/cncf-cloud-native-ai-storage/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>CNCFホワイトペーパー：データストレージがスケールするクラウドネイティブAIの主要ボトルネックに</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/ibm-redhat-lightwell/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>IBMとRed HatがLightwellを拡充——6,500以上の修正済みオープンソース依存関係と金融向けクリアリングハウス</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/langchain-nvidia-nemoclaw/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>LangChainとNVIDIAがNemoClawを発表：オープンエージェントスタックが競合の10倍低コストを実現</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/microsoft-flint-viz-language/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Flint——AIエージェント向けビジュアライゼーションをコンパイルするMicrosoftのオープンソース言語</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/mistral-robostral-navigate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Mistral Robostral Navigate：RGBカメラ1台だけで自律ナビゲーションを実現するロボットAI</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/openai-government-national-security/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI、政府・安全保障機関との連携に関する原則を発表</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/openai-gpt-live/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI、会話AIの新音声モデル「GPT-Live」をChatGPT Voiceに初日から統合して発表</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/openai-swe-bench-pro-critique/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI、SWE-Bench Proの信頼性に疑問：AI coding評価の主要ベンチマークに問題あり</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-08/pytorch-2-13-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>PyTorch 2.13：LLMトレーニングのGPUメモリを最大4分の1に削減、FlexAttentionが12.3倍高速化</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/anthropic-claude-code-2-1-205/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Claude Code v2.1.205: 세션 보안, 버그 수정, 400MB RAM 절약</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/anthropic-gram-dual-use-offswitch/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Anthropic, 위험 지식의 「오프 스위치」 개발: GRAM, 이중 사용 능력을 제거 가능한 모듈에 격리</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/arxiv-doomed-early-abort/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>프로브 캐스케이드, 첫 단계에서 AI 에이전트 실패를 은닉 활성화로 예측하고 토큰 최대 47% 절약</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/arxiv-dt-guard-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>DT-Guard: 추론 감독과 추론 속도를 분리해 8B 가드레일을 능가하는 4B 파라미터 모델</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/arxiv-incontext-search-theory/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>공식 이론, LLM의 반복적 반성이 기하급수적 개선을 가져오는 시점을 정확히 정의하다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/aws-claude-apps-gateway/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>AWS, Claude Apps Gateway 도입: 엔터프라이즈 팀을 위한 Claude 도구의 중앙 관리</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/cncf-cloud-native-ai-storage/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>CNCF 백서: 데이터 스토리지가 대규모 클라우드 네이티브 AI의 주요 장벽으로 남다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/ibm-redhat-lightwell/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>IBM과 Red Hat, Lightwell 확장 — 6,500개 이상의 검증된 오픈소스 의존성과 금융 부문 클리어링하우스</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/langchain-nvidia-nemoclaw/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>LangChain과 NVIDIA, NemoClaw 출시: 오픈 에이전트 스택, 경쟁사 대비 10배 낮은 비용 달성</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/microsoft-flint-viz-language/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Flint — AI 에이전트를 위한 시각화를 컴파일하는 Microsoft의 오픈소스 언어</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/mistral-robostral-navigate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>Mistral Robostral Navigate: RGB 카메라만으로 탐색하는 로봇 AI</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/openai-government-national-security/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI, 정부 및 안보 기관과의 협력 원칙을 공표하다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/openai-gpt-live/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI, 실시간 AI 대화를 위한 음성 모델 GPT-Live 출시</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/openai-swe-bench-pro-critique/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>OpenAI, SWE-Bench Pro를 재검토하다: AI 코딩 선두 벤치마크의 신뢰성 문제</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-08/pytorch-2-13-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-08T00:00:00Z</news:publication_date>
      <news:title>PyTorch 2.13: LLM 학습 GPU 메모리 최대 4배 절감, FlexAttention 12.3배 빨라져</news:title>
    </news:news>
  </url>
</urlset>
