<?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/2026-07-18/arxiv-agent-deployment-safety-monitor/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14570: Information Flow Graph monitor bez treniranja smanjuje propuštene napade agenata s 11,6% na 3,5%</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-18/arxiv-alipay-pibench-payment-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14573: Alipay-PIBench mjeri coding agente na plaćanjima — skill diže RPR za 10,31 postotnih bodova</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-18/arxiv-brainpilot-brain-discovery/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15079: BrainPilot automatizira neuroznanstveno istraživanje uz troškove niže od SOTA agentskog sustava</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-18/arxiv-medfailbench-medical-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15166: MedFailBench mjeri NAČIN kvara medicinskih AI sustava, ne samo točnost, kroz 44 slučaja</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-18/arxiv-plover-gui-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15193: Plover vodi GUI agente kroz plan-centrični, editabilni pristup interakciji s korisnikom</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-18/arxiv-searchos-information-seeking-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15257: SearchOS sprječava repetitivne petlje pretraživačkih agenata eksplicitnim grafom dokaza</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-18/arxiv-topoagent-scientific-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14658: TopoAgent zamjenjuje linearno planiranje dinamičkim grafom za znanstveno zaključivanje</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-18/claude-code-v2-1-214-end-conversation/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.214 dobiva EndConversation alat za samostalni prekid zloupotrijebljenih razgovora</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-18/github-copilot-usage-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot usage metrics API postaje dostupan po repozitoriju i uključuje Copilot desktop aplikaciju</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-18/arxiv-agent-deployment-safety-monitor/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14570: Untrained Information Flow Graph Monitor Cuts Missed Agent Attacks from 11.6% to 3.5%</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-18/arxiv-alipay-pibench-payment-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14573: Alipay-PIBench Measures Coding Agents on Payments — Skill Boosts RPR by 10.31 Percentage Points</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-18/arxiv-brainpilot-brain-discovery/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15079: BrainPilot Automates Neuroscience Research at a Lower Cost Than SOTA Agent Systems</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-18/arxiv-medfailbench-medical-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15166: MedFailBench Measures HOW Medical AI Systems Fail, Not Just Accuracy, Across 44 Cases</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-18/arxiv-plover-gui-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15193: Plover Steers GUI Agents Through a Plan-Centric, Editable Approach to User Interaction</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-18/arxiv-searchos-information-seeking-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15257: SearchOS Prevents Repetitive Loops in Search Agents with an Explicit Evidence Graph</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-18/arxiv-topoagent-scientific-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14658: TopoAgent Replaces Linear Planning with a Dynamic Graph for Scientific Reasoning</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-18/claude-code-v2-1-214-end-conversation/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.214 Gets EndConversation Tool to Autonomously End Abusive Conversations</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-18/github-copilot-usage-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot Usage Metrics API Becomes Available Per Repository, Adds Copilot Desktop App</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-18/arxiv-agent-deployment-safety-monitor/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14570: Untrainierter Information-Flow-Graph-Monitor senkt übersehene Agenten-Angriffe von 11,6 % auf 3,5 %</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-18/arxiv-alipay-pibench-payment-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14573: Alipay-PIBench misst Coding-Agenten bei Zahlungen — Skill hebt RPR um 10,31 Prozentpunkte</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-18/arxiv-brainpilot-brain-discovery/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15079: BrainPilot automatisiert neurowissenschaftliche Forschung zu geringeren Kosten als SOTA-Agentensysteme</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-18/arxiv-medfailbench-medical-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15166: MedFailBench misst, WIE medizinische KI-Systeme versagen, nicht nur die Genauigkeit, anhand von 44 Fällen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-18/arxiv-plover-gui-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15193: Plover steuert GUI-Agenten durch einen plan-zentrierten, editierbaren Ansatz der Nutzerinteraktion</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-18/arxiv-searchos-information-seeking-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15257: SearchOS verhindert repetitive Schleifen von Suchagenten durch expliziten Evidenzgraphen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-18/arxiv-topoagent-scientific-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14658: TopoAgent ersetzt lineares Planen durch einen dynamischen Graphen für wissenschaftliches Schlussfolgern</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-18/claude-code-v2-1-214-end-conversation/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.214 erhält EndConversation-Tool zur eigenständigen Beendigung missbräuchlicher Sitzungen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-18/github-copilot-usage-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot-Nutzungsmetriken-API wird pro Repository verfügbar und erfasst die Copilot-Desktop-App</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-18/arxiv-agent-deployment-safety-monitor/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14570：无需训练的Information Flow Graph监测器将智能体漏检攻击从11.6%降至3.5%</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-18/arxiv-alipay-pibench-payment-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14573：Alipay-PIBench评测编程智能体的支付集成能力——技能包使RPR提升10.31个百分点</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-18/arxiv-brainpilot-brain-discovery/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15079：BrainPilot以低于SOTA智能体系统的成本实现神经科学研究自动化</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-18/arxiv-medfailbench-medical-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15166：MedFailBench通过44个案例衡量医疗AI系统失败的方式，而非仅仅衡量准确率</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-18/arxiv-plover-gui-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15193：Plover以计划为中心、可编辑的方式引导GUI智能体与用户交互</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-18/arxiv-searchos-information-seeking-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15257：SearchOS通过显式证据图消除搜索智能体的重复循环</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-18/arxiv-topoagent-scientific-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14658：TopoAgent以动态图取代线性规划，用于科学推理</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-18/claude-code-v2-1-214-end-conversation/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>Anthropic：Claude Code v2.1.214新增EndConversation工具，可自主终止被滥用的对话</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-18/github-copilot-usage-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>GitHub：Copilot usage metrics API现已支持按仓库统计，并纳入Copilot桌面应用</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-18/arxiv-agent-deployment-safety-monitor/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14570：訓練不要のInformation Flow Graphモニターがエージェントの見逃し攻撃を11.6%から3.5%に削減</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-18/arxiv-alipay-pibench-payment-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14573：Alipay-PIBenchがコーディングエージェントの決済統合能力を測定——スキルがRPRを10.31ポイント押し上げる</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-18/arxiv-brainpilot-brain-discovery/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15079：BrainPilotがSOTAエージェントシステムより低コストで神経科学研究を自動化</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-18/arxiv-medfailbench-medical-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15166：MedFailBenchが44の事例で医療AIシステムの失敗の仕方を測定、正確性だけではない</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-18/arxiv-plover-gui-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15193：Ploverが計画中心の編集可能なアプローチでGUIエージェントとのやり取りを導く</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-18/arxiv-searchos-information-seeking-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15257：SearchOSが明示的なエビデンスグラフで検索エージェントの反復ループを解消</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-18/arxiv-topoagent-scientific-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14658：TopoAgentが線形計画を動的グラフに置き換え、科学的推論を実現</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-18/claude-code-v2-1-214-end-conversation/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>Anthropic：Claude Code v2.1.214にEndConversationツールが追加、悪用された会話を自律的に終了</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-18/github-copilot-usage-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>GitHub：Copilot usage metrics APIがリポジトリ単位に対応、Copilotデスクトップアプリも追加</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-18/arxiv-agent-deployment-safety-monitor/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14570: 훈련이 필요 없는 Information Flow Graph 모니터, 에이전트의 놓친 공격을 11.6%에서 3.5%로 감소</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-18/arxiv-alipay-pibench-payment-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14573: Alipay-PIBench, 코딩 에이전트의 결제 통합 능력 측정—스킬이 RPR을 10.31%p 끌어올려</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-18/arxiv-brainpilot-brain-discovery/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15079: BrainPilot, SOTA 에이전트 시스템보다 낮은 비용으로 신경과학 연구를 자동화</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-18/arxiv-medfailbench-medical-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15166: MedFailBench, 44개 사례로 의료 AI 시스템의 실패 방식을 측정—정확도만이 아니다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-18/arxiv-plover-gui-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15193: Plover, 계획 중심의 편집 가능한 방식으로 GUI 에이전트와의 상호작용을 이끌다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-18/arxiv-searchos-information-seeking-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15257: SearchOS, 명시적 증거 그래프로 검색 에이전트의 반복 루프 해결</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-18/arxiv-topoagent-scientific-reasoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14658: TopoAgent, 선형 계획을 동적 그래프로 대체해 과학적 추론을 수행</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-18/claude-code-v2-1-214-end-conversation/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.214, 남용된 대화를 스스로 종료하는 EndConversation 도구 추가</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-18/github-copilot-usage-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-18T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot usage metrics API가 저장소 단위로 제공되며 Copilot 데스크톱 앱도 포함</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/amazon-quick-agentic-sales-teammate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS: Amazon Quick je agentski AI kolega za prodajne timove koji automatizira CRM i pripremu sastanaka</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/anthropic-claude-code-v2-1-212/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.212 donosi redizajnirani /fork, novi /resume picker i sigurnosne popravke</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/arxiv-llm-gpu-kernels-atrex/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14541: Atrex-Bench otkriva da LLM-generirani GPU kerneli dosežu tek 10% ciljane hardverske brzine</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/arxiv-mcpevol-bench-agent-tools/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14642: MCPEvol-Bench pokazuje da i GPT-5.4 i Claude gube preciznost kad se mijenjaju MCP alati</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/arxiv-physical-danger-prism-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15218: Kad su riječi sigurne, ali radnje ubijaju — PRISM razdvaja fizičku opasnost od teksta</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/arxiv-pretraining-data-poisoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15267: Trovanje podataka za pretreniranje jezičnih modela kroz računalnu propagandu na forumima</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/arxiv-transcoders-deception/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14791: Transkoderi otkrivaju kako laž nastaje unutar internih sklopova jezičnog modela Qwen3-4B</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/github-copilot-review-mobile-updates/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot code review dobiva firewall i custom runnere, mobitel dobiva cloud agent popravak komentara</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/github-cost-of-saying-yes/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub: cijena pisanja koda je pala, cijena vlasništva nije — novi editorijal o ekonomiji inženjeringa</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/nvidia-vera-rubin-post-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>NVIDIA: Vera Rubin platforma trenira najveće AI modele s četvrtinom GPU-a Blackwell generacije zahvaljujući codesignu</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/openai-ai-scorecard-roi-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>OpenAI: CFO Sarah Friar predlaže AI scorecard sa četiri metrike za mjerenje ROI-ja AI ulaganja tvrtki</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/smartsheet-remote-mcp-server-aws/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS: Smartsheet uštedio 3 milijarde tokena izgradnjom remote MCP servera s Bedrock i Neptune knowledge grafom</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/vllm-ci-benchmarking-quality/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>vLLM: kako 266 CI jobova i noćni benchmarking čuvaju produkcijsku kvalitetu open-source LLM enginea za serving</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-17/xai-grok-4-5-api-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5 dostupan na API-ju s podesivim reasoning-effort razinama i cijenom od 2 dolara po tokenu</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/amazon-quick-agentic-sales-teammate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS: Amazon Quick Is an Agentic AI Teammate for Sales Teams That Automates CRM and Meeting Prep</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/anthropic-claude-code-v2-1-212/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.212 brings a redesigned /fork, new /resume picker, and security fixes</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/arxiv-llm-gpu-kernels-atrex/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14541: Atrex-Bench Reveals LLM-Generated GPU Kernels Reach Only 10% of Target Hardware Speed</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/arxiv-mcpevol-bench-agent-tools/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14642: MCPEvol-Bench Shows Both GPT-5.4 and Claude Lose Accuracy When MCP Tools Change</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/arxiv-physical-danger-prism-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15218: When Words Are Safe But Actions Kill — PRISM Separates Physical Danger from Text</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/arxiv-pretraining-data-poisoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15267: Poisoning Language Model Pretraining Data Through Computational Propaganda on Forums</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/arxiv-transcoders-deception/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14791: Transcoders Reveal How Deception Forms Within the Internal Circuits of the Qwen3-4B Language Model</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/github-copilot-review-mobile-updates/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot Code Review Gets a Firewall and Custom Runners, Mobile Gets a Cloud Agent Comment Fix</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/github-cost-of-saying-yes/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub: The Cost of Writing Code Has Dropped, the Cost of Ownership Hasn&apos;t — A New Editorial on Engineering Economics</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/nvidia-vera-rubin-post-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>NVIDIA: Vera Rubin Platform Trains the Largest AI Models with a Quarter of Blackwell-Generation GPUs Thanks to Codesign</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/openai-ai-scorecard-roi-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>OpenAI: CFO Sarah Friar Proposes an AI Scorecard with Four Metrics to Measure ROI on Corporate AI Investment</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/smartsheet-remote-mcp-server-aws/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS: Smartsheet Saved 3 Billion Tokens by Building a Remote MCP Server with Bedrock and a Neptune Knowledge Graph</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/vllm-ci-benchmarking-quality/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>vLLM: How 266 CI Jobs and Nightly Benchmarking Keep Production Quality for the Open-Source LLM Serving Engine</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-17/xai-grok-4-5-api-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5 Available on the API with Adjustable Reasoning-Effort Levels and Pricing from $2 per Token</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/amazon-quick-agentic-sales-teammate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS: Amazon Quick ist ein agentischer KI-Kollege für Vertriebsteams, der CRM und Meeting-Vorbereitung automatisiert</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/anthropic-claude-code-v2-1-212/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.212 bringt neu gestaltetes /fork, neuen /resume-Picker und Sicherheitskorrekturen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/arxiv-llm-gpu-kernels-atrex/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14541: Atrex-Bench zeigt, dass LLM-generierte GPU-Kernel nur 10 % der angestrebten Hardware-Geschwindigkeit erreichen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/arxiv-mcpevol-bench-agent-tools/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14642: MCPEvol-Bench zeigt, dass sowohl GPT-5.4 als auch Claude an Präzision verlieren, wenn sich MCP-Tools ändern</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/arxiv-physical-danger-prism-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15218: Wenn Worte sicher sind, aber Handlungen töten — PRISM trennt physische Gefahr vom Text</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/arxiv-pretraining-data-poisoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15267: Vergiftung von Pretraining-Daten für Sprachmodelle durch computergestützte Propaganda in Foren</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/arxiv-transcoders-deception/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14791: Transcoder zeigen, wie Täuschung in den internen Schaltkreisen des Sprachmodells Qwen3-4B entsteht</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/github-copilot-review-mobile-updates/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot Code Review erhält Firewall und Custom Runner, Mobile erhält Cloud-Agent-Kommentarfix</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/github-cost-of-saying-yes/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub: Die Kosten des Codeschreibens sind gesunken, die Kosten des Besitzes nicht — ein neues Editorial zur Ingenieurökonomie</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/nvidia-vera-rubin-post-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>NVIDIA: Vera-Rubin-Plattform trainiert die größten KI-Modelle mit einem Viertel der Blackwell-GPUs dank Codesign</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/openai-ai-scorecard-roi-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>OpenAI: CFO Sarah Friar schlägt AI Scorecard mit vier Kennzahlen zur Messung des ROI von KI-Investitionen vor</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/smartsheet-remote-mcp-server-aws/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS: Smartsheet spart 3 Milliarden Token durch den Bau eines Remote-MCP-Servers mit Bedrock und einem Neptune-Knowledge-Graph</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/vllm-ci-benchmarking-quality/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>vLLM: Wie 266 CI-Jobs und nächtliches Benchmarking die Produktionsqualität der Open-Source-LLM-Serving-Engine bewahren</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-17/xai-grok-4-5-api-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5 auf der API verfügbar mit einstellbaren Reasoning-Effort-Stufen und Preisen ab 2 Dollar pro Token</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/amazon-quick-agentic-sales-teammate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS：Amazon Quick是为销售团队打造的智能体式AI同事，可自动化CRM与会议准备工作</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/anthropic-claude-code-v2-1-212/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>Anthropic：Claude Code v2.1.212带来重新设计的/fork、全新/resume选择器与安全修复</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/arxiv-llm-gpu-kernels-atrex/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14541: Atrex-Bench揭示LLM生成的GPU内核仅达到目标硬件速度的10%</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/arxiv-mcpevol-bench-agent-tools/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14642: MCPEvol-Bench显示GPT-5.4与Claude在MCP工具变化时都会失去精度</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/arxiv-physical-danger-prism-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15218: 当言语安全但行动致命时——PRISM将物理危险从文本中区分出来</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/arxiv-pretraining-data-poisoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15267: 通过论坛上的计算宣传对语言模型预训练数据下毒</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/arxiv-transcoders-deception/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14791: 转码器揭示语言模型Qwen3-4B内部电路中欺骗是如何产生的</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/github-copilot-review-mobile-updates/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub：Copilot代码评审获得防火墙与自定义运行器，手机端获得云代理评论修复功能</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/github-cost-of-saying-yes/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub：编写代码的成本下降了，拥有代码的成本没有——一篇关于工程经济学的新社论</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/nvidia-vera-rubin-post-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>NVIDIA：得益于协同设计，Vera Rubin平台以四分之一的Blackwell世代GPU数量训练最大规模的AI模型</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/openai-ai-scorecard-roi-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>OpenAI：首席财务官Sarah Friar提出以四项指标衡量企业AI投资ROI的AI记分卡</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/smartsheet-remote-mcp-server-aws/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS：Smartsheet通过基于Bedrock与Neptune知识图谱构建远程MCP服务器节省30亿token</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/vllm-ci-benchmarking-quality/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>vLLM：266个CI任务与夜间基准测试如何守护这款开源LLM推理引擎的生产质量</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-17/xai-grok-4-5-api-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>xAI：Grok 4.5登陆API，支持可调节的推理强度等级，价格为每百万输入token 2美元</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/amazon-quick-agentic-sales-teammate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS：Amazon Quickは営業チーム向けのエージェント型AIチームメイトで、CRMと会議準備を自動化</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/anthropic-claude-code-v2-1-212/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>Anthropic：Claude Code v2.1.212で/forkが刷新、新しい/resumeピッカーとセキュリティ修正を追加</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/arxiv-llm-gpu-kernels-atrex/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14541：Atrex-Bench、LLM生成のGPUカーネルが目標ハードウェア速度のわずか10%にしか達しないことを明らかにする</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/arxiv-mcpevol-bench-agent-tools/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14642：MCPEvol-Bench、GPT-5.4とClaudeの両方がMCPツール変更時に精度を失うことを示す</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/arxiv-physical-danger-prism-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15218：言葉は安全でも行動が命を奪うとき——PRISMは物理的危険をテキストから切り分ける</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/arxiv-pretraining-data-poisoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15267：フォーラムにおけるコンピュテーショナル・プロパガンダを通じた言語モデル事前学習データの毒化</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/arxiv-transcoders-deception/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14791：トランスコーダーが言語モデルQwen3-4Bの内部回路における欺瞞の発生メカニズムを明らかにする</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/github-copilot-review-mobile-updates/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub：Copilotコードレビューにファイアウォールとカスタムランナーを追加、モバイルにはクラウドエージェントによるコメント修正機能</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/github-cost-of-saying-yes/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub：コードを書くコストは下がったが、所有するコストは下がっていない——エンジニアリング経済学に関する新しい論説</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/nvidia-vera-rubin-post-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>NVIDIA：コデザインによりVera RubinプラットフォームがBlackwell世代の4分の1のGPUで最大級のAIモデルを訓練</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/openai-ai-scorecard-roi-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>OpenAI：CFOサラ・フライアーが企業のAI投資ROIを測る4指標のAIスコアカードを提案</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/smartsheet-remote-mcp-server-aws/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS：Smartsheetが、BedrockとNeptuneナレッジグラフによるリモートMCPサーバー構築で30億トークンを節約</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/vllm-ci-benchmarking-quality/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>vLLM：266のCIジョブと夜間ベンチマークがオープンソースLLM推論エンジンの本番品質をどう守るか</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-17/xai-grok-4-5-api-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>xAI：Grok 4.5がAPIで利用可能に、調整可能な推論強度と入力100万トークンあたり2ドルの価格</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/amazon-quick-agentic-sales-teammate/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS: Amazon Quick, CRM과 회의 준비를 자동화하는 영업팀용 에이전틱 AI 동료</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/anthropic-claude-code-v2-1-212/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>Anthropic: Claude Code v2.1.212, 재설계된 /fork와 새로운 /resume 피커, 보안 수정 제공</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/arxiv-llm-gpu-kernels-atrex/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14541: Atrex-Bench, LLM이 생성한 GPU 커널이 목표 하드웨어 속도의 단 10%에 그친다는 것을 밝히다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/arxiv-mcpevol-bench-agent-tools/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14642: MCPEvol-Bench, GPT-5.4와 Claude 모두 MCP 도구 변경 시 정확도를 잃는다는 것을 보여주다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/arxiv-physical-danger-prism-safety/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15218: 말은 안전하지만 행동이 사람을 죽일 때 — PRISM은 물리적 위험을 텍스트에서 분리한다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/arxiv-pretraining-data-poisoning/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.15267: 포럼을 통한 계산 선전으로 언어 모델 사전학습 데이터 오염시키기</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/arxiv-transcoders-deception/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14791: 트랜스코더가 언어 모델 Qwen3-4B의 내부 회로에서 거짓말이 생성되는 과정을 밝히다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/github-copilot-review-mobile-updates/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub: Copilot 코드 리뷰에 방화벽과 커스텀 러너 추가, 모바일에는 클라우드 에이전트 댓글 수정 기능 도입</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/github-cost-of-saying-yes/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>GitHub: 코드 작성 비용은 떨어졌지만 소유 비용은 그대로다 — 엔지니어링 경제학에 관한 새 사설</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/nvidia-vera-rubin-post-training/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>NVIDIA: 코디자인 덕분에 Vera Rubin 플랫폼이 Blackwell 세대 GPU의 4분의 1만으로 최대 규모 AI 모델 훈련</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/openai-ai-scorecard-roi-metrics/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>OpenAI: CFO 사라 프리어, 기업 AI 투자 ROI 측정을 위한 4가지 지표의 AI 스코어카드 제안</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/smartsheet-remote-mcp-server-aws/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>AWS: Smartsheet, Bedrock와 Neptune 지식 그래프 기반 원격 MCP 서버 구축으로 30억 토큰 절약</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/vllm-ci-benchmarking-quality/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>vLLM: 266개의 CI 작업과 야간 벤치마킹이 오픈소스 LLM 추론 엔진의 프로덕션 품질을 지키는 방법</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-17/xai-grok-4-5-api-release/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-17T00:00:00Z</news:publication_date>
      <news:title>xAI: Grok 4.5, 조정 가능한 추론 강도 등급과 토큰당 2달러 가격으로 API에 출시</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD: AIMs 2.2 donosi inference-mikroservise za Instinct, EPYC i Radeon</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD: AI kod-asistent (Cursor + Claude Opus 4.7) ubrzao GPU kernel 28,3× na MI250</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13562: AI savjeti gase spremnost ljudi da kažu &apos;ne znam&apos; — čak i kad su pogrešni</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14049: &apos;Deep Interaction&apos; — ispravljanje reasoning-lanca podiže korekciju +25%, štedi 40% tokena</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/arxiv-self-improving-agents-survey/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13104: opsežan pregled samopoboljšavajućih AI agenata (uz Jürgena Schmidhubera)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/arxiv-theory-level-autoformalization/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13292: autoformalizacija na razini teorije — cijele matematičke baze umjesto izoliranih iskaza (ICML 2026)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/aws-grok-4-3-amazon-bedrock/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AWS: xAI-jev Grok 4.3 sada dostupan na Amazon Bedrocku</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google DeepMind: pristup &apos;biorezilijenciji&apos; — AI protiv bioloških prijetnji</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/google-search-connected-apps-vids-omni/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google: AI Mode povezuje aplikacije u Searchu + Gemini Omni i avatari u Vidsu</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/langchain-openwiki-okf-agent-docs/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki 0.2 uvodi OKF — Google Cloudov standard za agentsku dokumentaciju koda</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/oecd-haip-ai-transparency-framework/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OECD: HAIP okvir pretvara transparentnost AI-ja iz tereta u konkurentsku prednost</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/openai-teens-safe-ai-access/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OpenAI: zašto tinejdžeri zaslužuju pristup sigurnom AI-ju</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/hr/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>hr</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Sakana AI i NVIDIA: Nemotron open-modeli u multi-agentnom sustavu Fugu</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD: AIMs 2.2 Brings Inference Microservices for Instinct, EPYC, and Radeon</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD: AI Code Assistant (Cursor + Claude Opus 4.7) Speeds Up GPU Kernel 28.3× on MI250</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13562: AI Advice Suppresses People&apos;s Willingness to Say &apos;I Don&apos;t Know&apos; — Even When Wrong</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14049: &apos;Deep Interaction&apos; — Editing the Reasoning Chain Boosts Correction by +25%, Saves 40% of Tokens</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/arxiv-self-improving-agents-survey/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13104: Comprehensive Survey of Self-Improving AI Agents (With Jürgen Schmidhuber)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/arxiv-theory-level-autoformalization/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13292: Theory-Level Autoformalization — Entire Mathematical Bases Instead of Isolated Statements (ICML 2026)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/aws-grok-4-3-amazon-bedrock/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AWS: xAI&apos;s Grok 4.3 Now Available on Amazon Bedrock</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google DeepMind: A &apos;Bioresilience&apos; Approach — AI Against Biological Threats</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/google-search-connected-apps-vids-omni/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google: AI Mode Connects Apps in Search + Gemini Omni and Avatars in Vids</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/langchain-openwiki-okf-agent-docs/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki 0.2 Introduces OKF — Google Cloud&apos;s Standard for Agent Code Documentation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/oecd-haip-ai-transparency-framework/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OECD: HAIP Framework Turns AI Transparency From Burden Into Competitive Advantage</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/openai-teens-safe-ai-access/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OpenAI: Why Teens Deserve Access to Safe AI</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/en/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Sakana AI and NVIDIA: Nemotron Open Models in the Fugu Multi-Agent System</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD: AIMs 2.2 bringt Inference-Mikroservices für Instinct, EPYC und Radeon</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD: KI-Code-Assistent (Cursor + Claude Opus 4.7) beschleunigt GPU-Kernel 28,3× auf MI250</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13562: KI-Ratschläge unterdrücken die Bereitschaft, &quot;Ich weiß es nicht&quot; zu sagen — selbst bei falschen Antworten</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14049: &quot;Deep Interaction&quot; — Reasoning-Chain bearbeiten steigert Korrekturen um +25 %, spart 40 % Token</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/arxiv-self-improving-agents-survey/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13104: Umfassender Survey zu selbstverbessernden KI-Agenten (mit Jürgen Schmidhuber)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/arxiv-theory-level-autoformalization/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13292: Autoformalisierung auf Theorieebene — Ganze mathematische Basen statt isolierter Aussagen (ICML 2026)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/aws-grok-4-3-amazon-bedrock/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AWS: xAIs Grok 4.3 jetzt auf Amazon Bedrock verfügbar</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google DeepMind: Ansatz zur &quot;Bioresilienz&quot; — KI gegen biologische Bedrohungen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/google-search-connected-apps-vids-omni/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google: AI Mode verbindet Apps in der Suche + Gemini Omni und Avatare in Vids</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/langchain-openwiki-okf-agent-docs/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki 0.2 führt OKF ein — Google Clouds Standard für agentische Code-Dokumentation</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/oecd-haip-ai-transparency-framework/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OECD: HAIP-Rahmen macht KI-Transparenz zum Wettbewerbsvorteil statt zur Compliance-Last</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/openai-teens-safe-ai-access/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OpenAI: Warum Teenager Zugang zu sicherer KI verdienen</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/de/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>de</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Sakana AI und NVIDIA: Nemotron Open-Modelle im Multi-Agenten-System Fugu</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD：AIMs 2.2带来面向Instinct、EPYC和Radeon的推理微服务</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD：AI代码助手（Cursor + Claude Opus 4.7）将MI250 GPU内核加速28.3倍</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13562：AI建议抑制人们说「我不知道」的意愿——即便AI答案是错的</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14049：「深度交互」——编辑推理链使纠正成功率提升+25%，节省40%令牌</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/arxiv-self-improving-agents-survey/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13104：自我改进AI智能体综述（含Jürgen Schmidhuber）</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/arxiv-theory-level-autoformalization/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13292：理论层面的自动形式化——整个数学理论体系而非孤立命题（ICML 2026）</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/aws-grok-4-3-amazon-bedrock/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AWS：xAI的Grok 4.3现已在Amazon Bedrock上可用</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google DeepMind：「生物韧性」方法——AI应对生物威胁</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/google-search-connected-apps-vids-omni/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google：AI Mode在搜索中连接应用程序 + Gemini Omni与Vids中的虚拟形象</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/langchain-openwiki-okf-agent-docs/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>LangChain：OpenWiki 0.2引入OKF——Google Cloud的智能体代码文档标准</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/oecd-haip-ai-transparency-framework/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OECD：HAIP框架将AI透明度从合规负担转化为竞争优势</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/openai-teens-safe-ai-access/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OpenAI：青少年为何值得获得安全AI的访问权</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/zh/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>zh-cn</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Sakana AI与NVIDIA：Nemotron开源模型集成至多智能体系统Fugu</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD：AIMs 2.2がInstinct・EPYC・Radeon向け推論マイクロサービスを提供</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD：AIコードアシスタント（Cursor + Claude Opus 4.7）がMI250でGPUカーネルを28.3倍高速化</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13562：AIのアドバイスは「わからない」と言う意欲を消す——回答が誤りでも</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14049：「Deep Interaction」——推論チェーン編集が修正成功率+25%、トークン40%節約</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/arxiv-self-improving-agents-survey/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13104：自己改善型AIエージェントの包括的サーベイ（Jürgen Schmidhuber参加）</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/arxiv-theory-level-autoformalization/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13292：理論レベルの自動形式化——孤立した命題ではなく数学理論全体を対象に（ICML 2026）</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/aws-grok-4-3-amazon-bedrock/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AWS：xAIのGrok 4.3がAmazon Bedrockで利用可能に</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google DeepMind：「バイオレジリエンス」アプローチ——AIが生物学的脅威に対抗</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/google-search-connected-apps-vids-omni/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google：AI ModeがSearchでアプリを連携 + VidsにGemini Omniとアバター</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/langchain-openwiki-okf-agent-docs/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>LangChain：OpenWiki 0.2がOKFを導入——Google Cloudのエージェント向けコードドキュメント標準</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/oecd-haip-ai-transparency-framework/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OECD：HAIPフレームワークがAI透明性をコンプライアンス負担から競争優位へ転換</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/openai-teens-safe-ai-access/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OpenAI：ティーンエイジャーが安全なAIへのアクセスを受けるべき理由</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ja/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ja</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Sakana AIとNVIDIA：NemotronオープンモデルをマルチエージェントシステムのFuguに統合</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD: AIMs 2.2, Instinct·EPYC·Radeon 위한 추론 마이크로서비스 제공</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AMD: AI 코드 어시스턴트(Cursor + Claude Opus 4.7)가 MI250에서 GPU 커널 28.3배 가속</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13562: AI 조언은 『모르겠다』는 의향을 억누른다—답이 틀려도</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.14049: 『Deep Interaction』—추론 체인 수정이 교정 성공률 +25%, 토큰 40% 절약</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/arxiv-self-improving-agents-survey/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13104: 자기 개선 AI 에이전트 종합 설문 (Jürgen Schmidhuber 참여)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/arxiv-theory-level-autoformalization/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>arXiv:2607.13292: 이론 수준의 자동 형식화—고립된 명제가 아닌 전체 수학 이론 (ICML 2026)</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/aws-grok-4-3-amazon-bedrock/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>AWS: xAI의 Grok 4.3, Amazon Bedrock에서 이용 가능</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google DeepMind: 『바이오레질리언스』 접근법—AI가 생물학적 위협에 대응하다</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/google-search-connected-apps-vids-omni/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Google: AI Mode가 검색에서 앱 연결 + Vids에 Gemini Omni와 아바타</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/langchain-openwiki-okf-agent-docs/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>LangChain: OpenWiki 0.2가 OKF 도입—Google Cloud의 에이전트 코드 문서 표준</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/oecd-haip-ai-transparency-framework/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OECD: HAIP 프레임워크가 AI 투명성을 컴플라이언스 부담에서 경쟁 우위로 전환</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/openai-teens-safe-ai-access/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>OpenAI: 청소년이 안전한 AI에 접근할 자격이 있는 이유</news:title>
    </news:news>
  </url>
  <url>
    <loc>https://24-ai.news/ko/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/</loc>
    <news:news>
      <news:publication>
        <news:name>24 AI</news:name>
        <news:language>ko</news:language>
      </news:publication>
      <news:publication_date>2026-07-16T00:00:00Z</news:publication_date>
      <news:title>Sakana AI와 NVIDIA: Nemotron 오픈 모델을 멀티 에이전트 시스템 Fugu에 통합</news:title>
    </news:news>
  </url>
</urlset>
