https://24-ai.news/hr/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/ 24 AI hr 2026-07-16T00:00:00Z AMD: AIMs 2.2 donosi inference-mikroservise za Instinct, EPYC i Radeon https://24-ai.news/hr/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/ 24 AI hr 2026-07-16T00:00:00Z AMD: AI kod-asistent (Cursor + Claude Opus 4.7) ubrzao GPU kernel 28,3× na MI250 https://24-ai.news/hr/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/ 24 AI hr 2026-07-16T00:00:00Z arXiv:2607.13562: AI savjeti gase spremnost ljudi da kažu 'ne znam' — čak i kad su pogrešni https://24-ai.news/hr/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/ 24 AI hr 2026-07-16T00:00:00Z arXiv:2607.14049: 'Deep Interaction' — ispravljanje reasoning-lanca podiže korekciju +25%, štedi 40% tokena https://24-ai.news/hr/news/2026-07-16/arxiv-self-improving-agents-survey/ 24 AI hr 2026-07-16T00:00:00Z arXiv:2607.13104: opsežan pregled samopoboljšavajućih AI agenata (uz Jürgena Schmidhubera) https://24-ai.news/hr/news/2026-07-16/arxiv-theory-level-autoformalization/ 24 AI hr 2026-07-16T00:00:00Z arXiv:2607.13292: autoformalizacija na razini teorije — cijele matematičke baze umjesto izoliranih iskaza (ICML 2026) https://24-ai.news/hr/news/2026-07-16/aws-grok-4-3-amazon-bedrock/ 24 AI hr 2026-07-16T00:00:00Z AWS: xAI-jev Grok 4.3 sada dostupan na Amazon Bedrocku https://24-ai.news/hr/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/ 24 AI hr 2026-07-16T00:00:00Z Google DeepMind: pristup 'biorezilijenciji' — AI protiv bioloških prijetnji https://24-ai.news/hr/news/2026-07-16/google-search-connected-apps-vids-omni/ 24 AI hr 2026-07-16T00:00:00Z Google: AI Mode povezuje aplikacije u Searchu + Gemini Omni i avatari u Vidsu https://24-ai.news/hr/news/2026-07-16/langchain-openwiki-okf-agent-docs/ 24 AI hr 2026-07-16T00:00:00Z LangChain: OpenWiki 0.2 uvodi OKF — Google Cloudov standard za agentsku dokumentaciju koda https://24-ai.news/hr/news/2026-07-16/oecd-haip-ai-transparency-framework/ 24 AI hr 2026-07-16T00:00:00Z OECD: HAIP okvir pretvara transparentnost AI-ja iz tereta u konkurentsku prednost https://24-ai.news/hr/news/2026-07-16/openai-teens-safe-ai-access/ 24 AI hr 2026-07-16T00:00:00Z OpenAI: zašto tinejdžeri zaslužuju pristup sigurnom AI-ju https://24-ai.news/hr/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/ 24 AI hr 2026-07-16T00:00:00Z Sakana AI i NVIDIA: Nemotron open-modeli u multi-agentnom sustavu Fugu https://24-ai.news/en/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/ 24 AI en 2026-07-16T00:00:00Z AMD: AIMs 2.2 Brings Inference Microservices for Instinct, EPYC, and Radeon https://24-ai.news/en/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/ 24 AI en 2026-07-16T00:00:00Z AMD: AI Code Assistant (Cursor + Claude Opus 4.7) Speeds Up GPU Kernel 28.3× on MI250 https://24-ai.news/en/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/ 24 AI en 2026-07-16T00:00:00Z arXiv:2607.13562: AI Advice Suppresses People's Willingness to Say 'I Don't Know' — Even When Wrong https://24-ai.news/en/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/ 24 AI en 2026-07-16T00:00:00Z arXiv:2607.14049: 'Deep Interaction' — Editing the Reasoning Chain Boosts Correction by +25%, Saves 40% of Tokens https://24-ai.news/en/news/2026-07-16/arxiv-self-improving-agents-survey/ 24 AI en 2026-07-16T00:00:00Z arXiv:2607.13104: Comprehensive Survey of Self-Improving AI Agents (With Jürgen Schmidhuber) https://24-ai.news/en/news/2026-07-16/arxiv-theory-level-autoformalization/ 24 AI en 2026-07-16T00:00:00Z arXiv:2607.13292: Theory-Level Autoformalization — Entire Mathematical Bases Instead of Isolated Statements (ICML 2026) https://24-ai.news/en/news/2026-07-16/aws-grok-4-3-amazon-bedrock/ 24 AI en 2026-07-16T00:00:00Z AWS: xAI's Grok 4.3 Now Available on Amazon Bedrock https://24-ai.news/en/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/ 24 AI en 2026-07-16T00:00:00Z Google DeepMind: A 'Bioresilience' Approach — AI Against Biological Threats https://24-ai.news/en/news/2026-07-16/google-search-connected-apps-vids-omni/ 24 AI en 2026-07-16T00:00:00Z Google: AI Mode Connects Apps in Search + Gemini Omni and Avatars in Vids https://24-ai.news/en/news/2026-07-16/langchain-openwiki-okf-agent-docs/ 24 AI en 2026-07-16T00:00:00Z LangChain: OpenWiki 0.2 Introduces OKF — Google Cloud's Standard for Agent Code Documentation https://24-ai.news/en/news/2026-07-16/oecd-haip-ai-transparency-framework/ 24 AI en 2026-07-16T00:00:00Z OECD: HAIP Framework Turns AI Transparency From Burden Into Competitive Advantage https://24-ai.news/en/news/2026-07-16/openai-teens-safe-ai-access/ 24 AI en 2026-07-16T00:00:00Z OpenAI: Why Teens Deserve Access to Safe AI https://24-ai.news/en/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/ 24 AI en 2026-07-16T00:00:00Z Sakana AI and NVIDIA: Nemotron Open Models in the Fugu Multi-Agent System https://24-ai.news/de/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/ 24 AI de 2026-07-16T00:00:00Z AMD: AIMs 2.2 bringt Inference-Mikroservices für Instinct, EPYC und Radeon https://24-ai.news/de/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/ 24 AI de 2026-07-16T00:00:00Z AMD: KI-Code-Assistent (Cursor + Claude Opus 4.7) beschleunigt GPU-Kernel 28,3× auf MI250 https://24-ai.news/de/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/ 24 AI de 2026-07-16T00:00:00Z arXiv:2607.13562: KI-Ratschläge unterdrücken die Bereitschaft, "Ich weiß es nicht" zu sagen — selbst bei falschen Antworten https://24-ai.news/de/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/ 24 AI de 2026-07-16T00:00:00Z arXiv:2607.14049: "Deep Interaction" — Reasoning-Chain bearbeiten steigert Korrekturen um +25 %, spart 40 % Token https://24-ai.news/de/news/2026-07-16/arxiv-self-improving-agents-survey/ 24 AI de 2026-07-16T00:00:00Z arXiv:2607.13104: Umfassender Survey zu selbstverbessernden KI-Agenten (mit Jürgen Schmidhuber) https://24-ai.news/de/news/2026-07-16/arxiv-theory-level-autoformalization/ 24 AI de 2026-07-16T00:00:00Z arXiv:2607.13292: Autoformalisierung auf Theorieebene — Ganze mathematische Basen statt isolierter Aussagen (ICML 2026) https://24-ai.news/de/news/2026-07-16/aws-grok-4-3-amazon-bedrock/ 24 AI de 2026-07-16T00:00:00Z AWS: xAIs Grok 4.3 jetzt auf Amazon Bedrock verfügbar https://24-ai.news/de/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/ 24 AI de 2026-07-16T00:00:00Z Google DeepMind: Ansatz zur "Bioresilienz" — KI gegen biologische Bedrohungen https://24-ai.news/de/news/2026-07-16/google-search-connected-apps-vids-omni/ 24 AI de 2026-07-16T00:00:00Z Google: AI Mode verbindet Apps in der Suche + Gemini Omni und Avatare in Vids https://24-ai.news/de/news/2026-07-16/langchain-openwiki-okf-agent-docs/ 24 AI de 2026-07-16T00:00:00Z LangChain: OpenWiki 0.2 führt OKF ein — Google Clouds Standard für agentische Code-Dokumentation https://24-ai.news/de/news/2026-07-16/oecd-haip-ai-transparency-framework/ 24 AI de 2026-07-16T00:00:00Z OECD: HAIP-Rahmen macht KI-Transparenz zum Wettbewerbsvorteil statt zur Compliance-Last https://24-ai.news/de/news/2026-07-16/openai-teens-safe-ai-access/ 24 AI de 2026-07-16T00:00:00Z OpenAI: Warum Teenager Zugang zu sicherer KI verdienen https://24-ai.news/de/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/ 24 AI de 2026-07-16T00:00:00Z Sakana AI und NVIDIA: Nemotron Open-Modelle im Multi-Agenten-System Fugu https://24-ai.news/zh/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/ 24 AI zh-cn 2026-07-16T00:00:00Z AMD：AIMs 2.2带来面向Instinct、EPYC和Radeon的推理微服务 https://24-ai.news/zh/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/ 24 AI zh-cn 2026-07-16T00:00:00Z AMD：AI代码助手（Cursor + Claude Opus 4.7）将MI250 GPU内核加速28.3倍 https://24-ai.news/zh/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/ 24 AI zh-cn 2026-07-16T00:00:00Z 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 https://24-ai.news/zh/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/ 24 AI zh-cn 2026-07-16T00:00:00Z 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 https://24-ai.news/zh/news/2026-07-16/arxiv-self-improving-agents-survey/ 24 AI zh-cn 2026-07-16T00:00:00Z arXiv:2607.13104：自我改进AI智能体综述（含Jürgen Schmidhuber） https://24-ai.news/zh/news/2026-07-16/arxiv-theory-level-autoformalization/ 24 AI zh-cn 2026-07-16T00:00:00Z 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） https://24-ai.news/zh/news/2026-07-16/aws-grok-4-3-amazon-bedrock/ 24 AI zh-cn 2026-07-16T00:00:00Z AWS：xAI的Grok 4.3现已在Amazon Bedrock上可用 https://24-ai.news/zh/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/ 24 AI zh-cn 2026-07-16T00:00:00Z Google DeepMind：「生物韧性」方法——AI应对生物威胁 https://24-ai.news/zh/news/2026-07-16/google-search-connected-apps-vids-omni/ 24 AI zh-cn 2026-07-16T00:00:00Z Google：AI Mode在搜索中连接应用程序 + Gemini Omni与Vids中的虚拟形象 https://24-ai.news/zh/news/2026-07-16/langchain-openwiki-okf-agent-docs/ 24 AI zh-cn 2026-07-16T00:00:00Z LangChain：OpenWiki 0.2引入OKF——Google Cloud的智能体代码文档标准 https://24-ai.news/zh/news/2026-07-16/oecd-haip-ai-transparency-framework/ 24 AI zh-cn 2026-07-16T00:00:00Z OECD：HAIP框架将AI透明度从合规负担转化为竞争优势 https://24-ai.news/zh/news/2026-07-16/openai-teens-safe-ai-access/ 24 AI zh-cn 2026-07-16T00:00:00Z OpenAI：青少年为何值得获得安全AI的访问权 https://24-ai.news/zh/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/ 24 AI zh-cn 2026-07-16T00:00:00Z Sakana AI与NVIDIA：Nemotron开源模型集成至多智能体系统Fugu https://24-ai.news/ja/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/ 24 AI ja 2026-07-16T00:00:00Z AMD：AIMs 2.2がInstinct・EPYC・Radeon向け推論マイクロサービスを提供 https://24-ai.news/ja/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/ 24 AI ja 2026-07-16T00:00:00Z 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 https://24-ai.news/ja/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/ 24 AI ja 2026-07-16T00:00:00Z 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 https://24-ai.news/ja/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/ 24 AI ja 2026-07-16T00:00:00Z 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 https://24-ai.news/ja/news/2026-07-16/arxiv-self-improving-agents-survey/ 24 AI ja 2026-07-16T00:00:00Z 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） https://24-ai.news/ja/news/2026-07-16/arxiv-theory-level-autoformalization/ 24 AI ja 2026-07-16T00:00:00Z 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） https://24-ai.news/ja/news/2026-07-16/aws-grok-4-3-amazon-bedrock/ 24 AI ja 2026-07-16T00:00:00Z AWS：xAIのGrok 4.3がAmazon Bedrockで利用可能に https://24-ai.news/ja/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/ 24 AI ja 2026-07-16T00:00:00Z 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 https://24-ai.news/ja/news/2026-07-16/google-search-connected-apps-vids-omni/ 24 AI ja 2026-07-16T00:00:00Z Google：AI ModeがSearchでアプリを連携 + VidsにGemini Omniとアバター https://24-ai.news/ja/news/2026-07-16/langchain-openwiki-okf-agent-docs/ 24 AI ja 2026-07-16T00:00:00Z 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 https://24-ai.news/ja/news/2026-07-16/oecd-haip-ai-transparency-framework/ 24 AI ja 2026-07-16T00:00:00Z 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 https://24-ai.news/ja/news/2026-07-16/openai-teens-safe-ai-access/ 24 AI ja 2026-07-16T00:00:00Z 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 https://24-ai.news/ja/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/ 24 AI ja 2026-07-16T00:00:00Z 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 https://24-ai.news/ko/news/2026-07-16/amd-aims-2-2-multi-accelerator-inference/ 24 AI ko 2026-07-16T00:00:00Z AMD: AIMs 2.2, Instinct·EPYC·Radeon 위한 추론 마이크로서비스 제공 https://24-ai.news/ko/news/2026-07-16/amd-profiling-cursor-claude-kernel-opt/ 24 AI ko 2026-07-16T00:00:00Z AMD: AI 코드 어시스턴트(Cursor + Claude Opus 4.7)가 MI250에서 GPU 커널 28.3배 가속 https://24-ai.news/ko/news/2026-07-16/arxiv-ai-advice-suppresses-i-dont-know/ 24 AI ko 2026-07-16T00:00:00Z arXiv:2607.13562: AI 조언은 『모르겠다』는 의향을 억누른다—답이 틀려도 https://24-ai.news/ko/news/2026-07-16/arxiv-deep-interaction-reasoning-editing/ 24 AI ko 2026-07-16T00:00:00Z arXiv:2607.14049: 『Deep Interaction』—추론 체인 수정이 교정 성공률 +25%, 토큰 40% 절약 https://24-ai.news/ko/news/2026-07-16/arxiv-self-improving-agents-survey/ 24 AI ko 2026-07-16T00:00:00Z arXiv:2607.13104: 자기 개선 AI 에이전트 종합 설문 (Jürgen Schmidhuber 참여) https://24-ai.news/ko/news/2026-07-16/arxiv-theory-level-autoformalization/ 24 AI ko 2026-07-16T00:00:00Z arXiv:2607.13292: 이론 수준의 자동 형식화—고립된 명제가 아닌 전체 수학 이론 (ICML 2026) https://24-ai.news/ko/news/2026-07-16/aws-grok-4-3-amazon-bedrock/ 24 AI ko 2026-07-16T00:00:00Z AWS: xAI의 Grok 4.3, Amazon Bedrock에서 이용 가능 https://24-ai.news/ko/news/2026-07-16/deepmind-bioresilience-biosecurity-ai/ 24 AI ko 2026-07-16T00:00:00Z Google DeepMind: 『바이오레질리언스』 접근법—AI가 생물학적 위협에 대응하다 https://24-ai.news/ko/news/2026-07-16/google-search-connected-apps-vids-omni/ 24 AI ko 2026-07-16T00:00:00Z Google: AI Mode가 검색에서 앱 연결 + Vids에 Gemini Omni와 아바타 https://24-ai.news/ko/news/2026-07-16/langchain-openwiki-okf-agent-docs/ 24 AI ko 2026-07-16T00:00:00Z LangChain: OpenWiki 0.2가 OKF 도입—Google Cloud의 에이전트 코드 문서 표준 https://24-ai.news/ko/news/2026-07-16/oecd-haip-ai-transparency-framework/ 24 AI ko 2026-07-16T00:00:00Z OECD: HAIP 프레임워크가 AI 투명성을 컴플라이언스 부담에서 경쟁 우위로 전환 https://24-ai.news/ko/news/2026-07-16/openai-teens-safe-ai-access/ 24 AI ko 2026-07-16T00:00:00Z OpenAI: 청소년이 안전한 AI에 접근할 자격이 있는 이유 https://24-ai.news/ko/news/2026-07-16/sakana-nvidia-nemotron-fugu-agents/ 24 AI ko 2026-07-16T00:00:00Z Sakana AI와 NVIDIA: Nemotron 오픈 모델을 멀티 에이전트 시스템 Fugu에 통합 https://24-ai.news/hr/news/2026-07-15/amd-hipvs-agentic-rag-vector-search/ 24 AI hr 2026-07-15T00:00:00Z AMD: hipVS — GPU vektorska pretraga za Instinct, cuVS-kompatibilna, s demoom agentnog RAG-a https://24-ai.news/hr/news/2026-07-15/arxiv-cbrn-uplift-frontier-llm-eval/ 24 AI hr 2026-07-15T00:00:00Z arXiv:2607.12200: okvir za mjerenje CBRN 'uplifta' kod frontier modela — potvrđen rizik samo u radiološkoj domeni https://24-ai.news/hr/news/2026-07-15/arxiv-e3-agents-task-complexity-estimate/ 24 AI hr 2026-07-15T00:00:00Z arXiv:2607.13034: E3 okvir — agenti procjenjuju složenost zadatka i troše 91% manje tokena https://24-ai.news/hr/news/2026-07-15/arxiv-fim-coding-agent-mid-training/ 24 AI hr 2026-07-15T00:00:00Z arXiv:2607.12463: funkcijski svjestan FIM mid-trening podiže coding-agente do +5,4 na SWE-Benchu https://24-ai.news/hr/news/2026-07-15/arxiv-pm-bench-prospective-memory-agents/ 24 AI hr 2026-07-15T00:00:00Z arXiv:2607.12385: PM-Bench mjeri 'prospektivnu memoriju' agenata — najbolji GPT-5.4 tek 65,1% F1 https://24-ai.news/hr/news/2026-07-15/cncf-hami-gpu-virtualization-incubating/ 24 AI hr 2026-07-15T00:00:00Z CNCF: HAMi postao Incubating projekt — virtualizacija GPU-a za Kubernetes AI opterećenja https://24-ai.news/hr/news/2026-07-15/google-diffusion-model-creativity/ 24 AI hr 2026-07-15T00:00:00Z Google Research: kreativnost difuzijskih modela objašnjena kao 'zaglađivanje' score funkcije https://24-ai.news/hr/news/2026-07-15/langchain-agents-sandboxed-computer/ 24 AI hr 2026-07-15T00:00:00Z LangChain: zašto AI agentima treba vlastito izolirano računalo (sandbox) https://24-ai.news/hr/news/2026-07-15/lfai-context-layer-docling-doclang/ 24 AI hr 2026-07-15T00:00:00Z LF AI & Data: 'kontekst je novo usko grlo' — otvorena infrastruktura Docling i DocLang https://24-ai.news/hr/news/2026-07-15/openai-state-federal-ai-safety-action/ 24 AI hr 2026-07-15T00:00:00Z OpenAI: zagovaranje 'obrnutog federalizma' za regulaciju AI-ja u SAD-u https://24-ai.news/hr/news/2026-07-15/pytorch-triton-plugin-extensions-tlx/ 24 AI hr 2026-07-15T00:00:00Z PyTorch: Triton 3.7 donosi plugin-proširenja i TLX — do +15% throughputa na AMD MI350 https://24-ai.news/hr/news/2026-07-15/vllm-tml-inkling-trillion-param-day0/ 24 AI hr 2026-07-15T00:00:00Z vLLM: Day-0 podrška za TML Inkling — bilijun-parametarski model do 380 tokena/s na GB200 https://24-ai.news/en/news/2026-07-15/amd-hipvs-agentic-rag-vector-search/ 24 AI en 2026-07-15T00:00:00Z AMD: hipVS — GPU vector search for Instinct, cuVS-compatible, with agentic RAG demo https://24-ai.news/en/news/2026-07-15/arxiv-cbrn-uplift-frontier-llm-eval/ 24 AI en 2026-07-15T00:00:00Z arXiv:2607.12200: framework for measuring CBRN 'uplift' in frontier models — material risk confirmed only in radiological domain https://24-ai.news/en/news/2026-07-15/arxiv-e3-agents-task-complexity-estimate/ 24 AI en 2026-07-15T00:00:00Z arXiv:2607.13034: E3 framework — agents estimate task complexity and use 91% fewer tokens https://24-ai.news/en/news/2026-07-15/arxiv-fim-coding-agent-mid-training/ 24 AI en 2026-07-15T00:00:00Z arXiv:2607.12463: function-aware FIM mid-training boosts coding agents up to +5.4 on SWE-Bench https://24-ai.news/en/news/2026-07-15/arxiv-pm-bench-prospective-memory-agents/ 24 AI en 2026-07-15T00:00:00Z arXiv:2607.12385: PM-Bench measures 'prospective memory' in agents — best GPT-5.4 scores only 65.1% F1 https://24-ai.news/en/news/2026-07-15/cncf-hami-gpu-virtualization-incubating/ 24 AI en 2026-07-15T00:00:00Z CNCF: HAMi becomes Incubating project — GPU virtualization for Kubernetes AI workloads https://24-ai.news/en/news/2026-07-15/google-diffusion-model-creativity/ 24 AI en 2026-07-15T00:00:00Z Google Research: creativity of diffusion models explained as 'score smoothing' https://24-ai.news/en/news/2026-07-15/langchain-agents-sandboxed-computer/ 24 AI en 2026-07-15T00:00:00Z LangChain: why AI agents need their own isolated computer (sandbox) https://24-ai.news/en/news/2026-07-15/lfai-context-layer-docling-doclang/ 24 AI en 2026-07-15T00:00:00Z LF AI & Data: 'context is the new bottleneck' — open infrastructure Docling and DocLang https://24-ai.news/en/news/2026-07-15/openai-state-federal-ai-safety-action/ 24 AI en 2026-07-15T00:00:00Z OpenAI: advocating 'reverse federalism' for AI regulation in the US https://24-ai.news/en/news/2026-07-15/pytorch-triton-plugin-extensions-tlx/ 24 AI en 2026-07-15T00:00:00Z PyTorch: Triton 3.7 brings plugin extensions and TLX — up to +15% throughput on AMD MI350 https://24-ai.news/en/news/2026-07-15/vllm-tml-inkling-trillion-param-day0/ 24 AI en 2026-07-15T00:00:00Z vLLM: Day-0 support for TML Inkling — trillion-parameter model up to 380 tokens/s on GB200 https://24-ai.news/de/news/2026-07-15/amd-hipvs-agentic-rag-vector-search/ 24 AI de 2026-07-15T00:00:00Z AMD: hipVS — GPU-Vektorsuche für Instinct, cuVS-kompatibel, mit agentischem RAG-Demo https://24-ai.news/de/news/2026-07-15/arxiv-cbrn-uplift-frontier-llm-eval/ 24 AI de 2026-07-15T00:00:00Z arXiv:2607.12200: Framework zur Messung von CBRN-„Uplift" bei Frontier-Modellen — materielles Risiko nur in der radiologischen Domäne bestätigt https://24-ai.news/de/news/2026-07-15/arxiv-e3-agents-task-complexity-estimate/ 24 AI de 2026-07-15T00:00:00Z arXiv:2607.13034: E3-Framework — Agenten schätzen Aufgabenkomplexität und verbrauchen 91 % weniger Token https://24-ai.news/de/news/2026-07-15/arxiv-fim-coding-agent-mid-training/ 24 AI de 2026-07-15T00:00:00Z arXiv:2607.12463: funktionsbewusstes FIM-Mid-Training verbessert Coding-Agenten um bis zu +5,4 auf SWE-Bench https://24-ai.news/de/news/2026-07-15/arxiv-pm-bench-prospective-memory-agents/ 24 AI de 2026-07-15T00:00:00Z arXiv:2607.12385: PM-Bench misst „prospektives Gedächtnis" von Agenten — bestes Modell GPT-5.4 erreicht nur 65,1 % F1 https://24-ai.news/de/news/2026-07-15/cncf-hami-gpu-virtualization-incubating/ 24 AI de 2026-07-15T00:00:00Z CNCF: HAMi wird Incubating-Projekt — GPU-Virtualisierung für Kubernetes-KI-Workloads https://24-ai.news/de/news/2026-07-15/google-diffusion-model-creativity/ 24 AI de 2026-07-15T00:00:00Z Google Research: Kreativität von Diffusionsmodellen als „Score-Glättung" erklärt https://24-ai.news/de/news/2026-07-15/langchain-agents-sandboxed-computer/ 24 AI de 2026-07-15T00:00:00Z LangChain: Warum KI-Agenten einen eigenen isolierten Computer (Sandbox) benötigen https://24-ai.news/de/news/2026-07-15/lfai-context-layer-docling-doclang/ 24 AI de 2026-07-15T00:00:00Z LF AI & Data: „Kontext ist der neue Engpass" — offene Infrastruktur Docling und DocLang https://24-ai.news/de/news/2026-07-15/openai-state-federal-ai-safety-action/ 24 AI de 2026-07-15T00:00:00Z OpenAI: Plädoyer für „umgekehrten Föderalismus" bei der KI-Regulierung in den USA https://24-ai.news/de/news/2026-07-15/pytorch-triton-plugin-extensions-tlx/ 24 AI de 2026-07-15T00:00:00Z PyTorch: Triton 3.7 bringt Plugin-Erweiterungen und TLX — bis zu +15 % Durchsatz auf AMD MI350 https://24-ai.news/de/news/2026-07-15/vllm-tml-inkling-trillion-param-day0/ 24 AI de 2026-07-15T00:00:00Z vLLM: Day-0-Unterstützung für TML Inkling — Billion-Parameter-Modell bis zu 380 Token/s auf GB200 https://24-ai.news/zh/news/2026-07-15/amd-hipvs-agentic-rag-vector-search/ 24 AI zh-cn 2026-07-15T00:00:00Z AMD：hipVS——面向Instinct的GPU向量检索库，兼容cuVS API，并附智能体RAG演示 https://24-ai.news/zh/news/2026-07-15/arxiv-cbrn-uplift-frontier-llm-eval/ 24 AI zh-cn 2026-07-15T00:00:00Z arXiv:2607.12200：评估前沿模型 CBRN「提升」风险的 TEC 框架——仅在放射性领域确认风险 https://24-ai.news/zh/news/2026-07-15/arxiv-e3-agents-task-complexity-estimate/ 24 AI zh-cn 2026-07-15T00:00:00Z arXiv:2607.13034：E3框架——智能体预估任务复杂度，节省91%的token消耗 https://24-ai.news/zh/news/2026-07-15/arxiv-fim-coding-agent-mid-training/ 24 AI zh-cn 2026-07-15T00:00:00Z arXiv:2607.12463：函数感知FIM中间训练将代码智能体SWE-Bench成绩提升最高+5.4分 https://24-ai.news/zh/news/2026-07-15/arxiv-pm-bench-prospective-memory-agents/ 24 AI zh-cn 2026-07-15T00:00:00Z arXiv:2607.12385：PM-Bench衡量智能体「前瞻性记忆」——最佳模型GPT-5.4仅达65.1% F1 https://24-ai.news/zh/news/2026-07-15/cncf-hami-gpu-virtualization-incubating/ 24 AI zh-cn 2026-07-15T00:00:00Z CNCF：HAMi晋升为孵化项目——面向Kubernetes AI工作负载的GPU虚拟化 https://24-ai.news/zh/news/2026-07-15/google-diffusion-model-creativity/ 24 AI zh-cn 2026-07-15T00:00:00Z Google Research：扩散模型的创造力源于score函数的「平滑化」 https://24-ai.news/zh/news/2026-07-15/langchain-agents-sandboxed-computer/ 24 AI zh-cn 2026-07-15T00:00:00Z LangChain：为什么 AI 智能体需要专属隔离计算环境（沙箱） https://24-ai.news/zh/news/2026-07-15/lfai-context-layer-docling-doclang/ 24 AI zh-cn 2026-07-15T00:00:00Z LF AI & Data：「上下文是新瓶颈」——开放基础设施 Docling 与 DocLang https://24-ai.news/zh/news/2026-07-15/openai-state-federal-ai-safety-action/ 24 AI zh-cn 2026-07-15T00:00:00Z OpenAI：倡导美国AI监管的「逆向联邦主义」 https://24-ai.news/zh/news/2026-07-15/pytorch-triton-plugin-extensions-tlx/ 24 AI zh-cn 2026-07-15T00:00:00Z PyTorch：Triton 3.7引入插件扩展与TLX——AMD MI350吞吐量提升最高+15% https://24-ai.news/zh/news/2026-07-15/vllm-tml-inkling-trillion-param-day0/ 24 AI zh-cn 2026-07-15T00:00:00Z vLLM：对TML Inkling的Day-0支持——万亿参数模型在GB200上达380 tokens/s https://24-ai.news/ja/news/2026-07-15/amd-hipvs-agentic-rag-vector-search/ 24 AI ja 2026-07-15T00:00:00Z AMD：hipVS——Instinct向けGPUベクトル検索ライブラリ、cuVS互換APIとエージェントRAGデモ付き https://24-ai.news/ja/news/2026-07-15/arxiv-cbrn-uplift-frontier-llm-eval/ 24 AI ja 2026-07-15T00:00:00Z arXiv:2607.12200：フロンティアモデルの CBRN「アップリフト」を測定する TEC フレームワーク——放射線領域のみでリスクが確認 https://24-ai.news/ja/news/2026-07-15/arxiv-e3-agents-task-complexity-estimate/ 24 AI ja 2026-07-15T00:00:00Z arXiv:2607.13034：E3フレームワーク——エージェントがタスク複雑度を事前推定し、トークンを91%削減 https://24-ai.news/ja/news/2026-07-15/arxiv-fim-coding-agent-mid-training/ 24 AI ja 2026-07-15T00:00:00Z arXiv:2607.12463：関数認識FIM中間訓練でコーディングエージェントのSWE-Benchスコアを最大+5.4向上 https://24-ai.news/ja/news/2026-07-15/arxiv-pm-bench-prospective-memory-agents/ 24 AI ja 2026-07-15T00:00:00Z arXiv:2607.12385：PM-Benchがエージェントの「展望的記憶」を測定——最高性能のGPT-5.4でもF1はわずか65.1% https://24-ai.news/ja/news/2026-07-15/cncf-hami-gpu-virtualization-incubating/ 24 AI ja 2026-07-15T00:00:00Z CNCF：HAMiがIncubatingプロジェクトに昇格——Kubernetes AIワークロード向けGPU仮想化 https://24-ai.news/ja/news/2026-07-15/google-diffusion-model-creativity/ 24 AI ja 2026-07-15T00:00:00Z Google Research：拡散モデルの創造性はscore関数の「平滑化」で説明できる https://24-ai.news/ja/news/2026-07-15/langchain-agents-sandboxed-computer/ 24 AI ja 2026-07-15T00:00:00Z LangChain：AI エージェントに専用の隔離コンピューティング環境（サンドボックス）が必要な理由 https://24-ai.news/ja/news/2026-07-15/lfai-context-layer-docling-doclang/ 24 AI ja 2026-07-15T00:00:00Z LF AI & Data：「コンテキストが新たなボトルネック」——オープン基盤 Docling と DocLang https://24-ai.news/ja/news/2026-07-15/openai-state-federal-ai-safety-action/ 24 AI ja 2026-07-15T00:00:00Z OpenAI：米国AI規制における「逆連邦主義」を提唱 https://24-ai.news/ja/news/2026-07-15/pytorch-triton-plugin-extensions-tlx/ 24 AI ja 2026-07-15T00:00:00Z PyTorch：Triton 3.7がプラグイン拡張とTLXを導入——AMD MI350でスループット最大+15% https://24-ai.news/ja/news/2026-07-15/vllm-tml-inkling-trillion-param-day0/ 24 AI ja 2026-07-15T00:00:00Z vLLM：TML InklingへのDay-0サポート——GB200で1兆パラメータモデルが380トークン/秒を達成 https://24-ai.news/ko/news/2026-07-15/amd-hipvs-agentic-rag-vector-search/ 24 AI ko 2026-07-15T00:00:00Z AMD：hipVS——Instinct용 GPU 벡터 검색 라이브러리, cuVS 호환 API 및 에이전트 RAG 데모 포함 https://24-ai.news/ko/news/2026-07-15/arxiv-cbrn-uplift-frontier-llm-eval/ 24 AI ko 2026-07-15T00:00:00Z arXiv:2607.12200：프론티어 모델의 CBRN 「업리프트」 측정을 위한 TEC 프레임워크——방사선 분야에서만 위험 확인 https://24-ai.news/ko/news/2026-07-15/arxiv-e3-agents-task-complexity-estimate/ 24 AI ko 2026-07-15T00:00:00Z arXiv:2607.13034: E3 프레임워크 — 에이전트가 태스크 복잡도를 추정하고 토큰을 91% 절감 https://24-ai.news/ko/news/2026-07-15/arxiv-fim-coding-agent-mid-training/ 24 AI ko 2026-07-15T00:00:00Z arXiv:2607.12463: 함수 인식 FIM 중간 훈련으로 코딩 에이전트 SWE-Bench 점수 최대 +5.4 향상 https://24-ai.news/ko/news/2026-07-15/arxiv-pm-bench-prospective-memory-agents/ 24 AI ko 2026-07-15T00:00:00Z arXiv:2607.12385：PM-Bench, 에이전트의 「전망적 기억」측정——최고 모델 GPT-5.4도 F1 65.1%에 그쳐 https://24-ai.news/ko/news/2026-07-15/cncf-hami-gpu-virtualization-incubating/ 24 AI ko 2026-07-15T00:00:00Z CNCF：HAMi, Incubating 프로젝트로 승격——Kubernetes AI 워크로드를 위한 GPU 가상화 https://24-ai.news/ko/news/2026-07-15/google-diffusion-model-creativity/ 24 AI ko 2026-07-15T00:00:00Z Google Research: 확산 모델의 창의성, score 함수의 「평활화」로 설명되다 https://24-ai.news/ko/news/2026-07-15/langchain-agents-sandboxed-computer/ 24 AI ko 2026-07-15T00:00:00Z LangChain：AI 에이전트에 전용 격리 컴퓨팅 환경(샌드박스)이 필요한 이유 https://24-ai.news/ko/news/2026-07-15/lfai-context-layer-docling-doclang/ 24 AI ko 2026-07-15T00:00:00Z LF AI & Data：「컨텍스트가 새로운 병목」——오픈 인프라 Docling과 DocLang https://24-ai.news/ko/news/2026-07-15/openai-state-federal-ai-safety-action/ 24 AI ko 2026-07-15T00:00:00Z OpenAI：미국 AI 규제를 위한 「역연방주의」 옹호 https://24-ai.news/ko/news/2026-07-15/pytorch-triton-plugin-extensions-tlx/ 24 AI ko 2026-07-15T00:00:00Z PyTorch：Triton 3.7, 플러그인 확장 및 TLX 도입——AMD MI350에서 처리량 최대 +15% https://24-ai.news/ko/news/2026-07-15/vllm-tml-inkling-trillion-param-day0/ 24 AI ko 2026-07-15T00:00:00Z vLLM：TML Inkling Day-0 지원——GB200에서 1조 파라미터 모델이 380 tokens/s 달성 https://24-ai.news/hr/news/2026-07-14/amd-logslop-log-summarization/ 24 AI hr 2026-07-14T00:00:00Z AMD: LogsLop — open-source alat sažima goleme log fajlove na 11% i štedi 78% tokena https://24-ai.news/hr/news/2026-07-14/anthropic-canada-ai-research-economic-index/ 24 AI hr 2026-07-14T00:00:00Z Anthropic: 10 milijuna CAD za kanadski AI i podaci o korištenju Claudea u Kanadi https://24-ai.news/hr/news/2026-07-14/anthropic-claude-for-teachers/ 24 AI hr 2026-07-14T00:00:00Z Anthropic: Claude for Teachers — besplatni Claude za američke K-12 učitelje https://24-ai.news/hr/news/2026-07-14/arxiv-interaction-scaling-test-time-compute/ 24 AI hr 2026-07-14T00:00:00Z arXiv:2607.11598: interakcija kao 'treća os' test-time computea uklanja do 74% grešaka https://24-ai.news/hr/news/2026-07-14/arxiv-scalecua-computer-use-agents-rl/ 24 AI hr 2026-07-14T00:00:00Z arXiv:2607.11185: SCALECUA skalira computer-use agente uz RL — 68,7% na OSWorldu https://24-ai.news/hr/news/2026-07-14/arxiv-seta-terminal-agents-environments/ 24 AI hr 2026-07-14T00:00:00Z arXiv:2607.10891: SETA — 4.500+ RL okruženja podiže rezultate terminalnih agenata https://24-ai.news/hr/news/2026-07-14/arxiv-tomap-proof-autoformalization/ 24 AI hr 2026-07-14T00:00:00Z arXiv:2607.11307: ToMap — višeagentna autoformalizacija matematičkih dokaza +19% nad SOTA https://24-ai.news/hr/news/2026-07-14/aws-strands-multi-agent-social-intelligence/ 24 AI hr 2026-07-14T00:00:00Z AWS: Strands Agents i Bedrock za multi-agentnu pretragu B2B kupaca https://24-ai.news/hr/news/2026-07-14/claude-code-2-1-208-screen-reader-vim/ 24 AI hr 2026-07-14T00:00:00Z Anthropic: Claude Code v2.1.208 i v2.1.209 — screen reader, vim remaps i wrapper podrška https://24-ai.news/hr/news/2026-07-14/cncf-pod-deployment-unit-ai-agent/ 24 AI hr 2026-07-14T00:00:00Z CNCF: je li Kubernetes Pod prava jedinica za AI agente? https://24-ai.news/hr/news/2026-07-14/github-ai-security-code-scanning-copilot/ 24 AI hr 2026-07-14T00:00:00Z GitHub: AI sigurnosne detekcije na pull requestovima i /security-review u Copilot appu https://24-ai.news/hr/news/2026-07-14/google-atl-saathi-india-education/ 24 AI hr 2026-07-14T00:00:00Z Google DeepMind: ATL Saathi — Gemini alat za indijske učitelje cilja 11 milijuna učenika https://24-ai.news/hr/news/2026-07-14/nvidia-blackwell-performance-per-watt/ 24 AI hr 2026-07-14T00:00:00Z NVIDIA: performansa po vatu kao ključna metrika — Blackwell GB300 do 25× efikasniji od Hoppera https://24-ai.news/en/news/2026-07-14/amd-logslop-log-summarization/ 24 AI en 2026-07-14T00:00:00Z AMD: LogsLop — open-source tool compresses large log files to 11% and saves 78% of tokens https://24-ai.news/en/news/2026-07-14/anthropic-canada-ai-research-economic-index/ 24 AI en 2026-07-14T00:00:00Z Anthropic: CAD 10 million for Canadian AI and data on Claude usage in Canada https://24-ai.news/en/news/2026-07-14/anthropic-claude-for-teachers/ 24 AI en 2026-07-14T00:00:00Z Anthropic: Claude for Teachers — free Claude for US K-12 teachers https://24-ai.news/en/news/2026-07-14/arxiv-interaction-scaling-test-time-compute/ 24 AI en 2026-07-14T00:00:00Z arXiv:2607.11598: interaction as the 'third axis' of test-time compute removes up to 74% of errors https://24-ai.news/en/news/2026-07-14/arxiv-scalecua-computer-use-agents-rl/ 24 AI en 2026-07-14T00:00:00Z arXiv:2607.11185: SCALECUA scales computer-use agents with RL — 68.7% on OSWorld https://24-ai.news/en/news/2026-07-14/arxiv-seta-terminal-agents-environments/ 24 AI en 2026-07-14T00:00:00Z arXiv:2607.10891: SETA — 4,500+ RL environments boost terminal agent results https://24-ai.news/en/news/2026-07-14/arxiv-tomap-proof-autoformalization/ 24 AI en 2026-07-14T00:00:00Z arXiv:2607.11307: ToMap — multi-agent proof autoformalization +19% above SOTA https://24-ai.news/en/news/2026-07-14/aws-strands-multi-agent-social-intelligence/ 24 AI en 2026-07-14T00:00:00Z AWS: Strands Agents and Bedrock for multi-agent B2B buyer prospecting https://24-ai.news/en/news/2026-07-14/claude-code-2-1-208-screen-reader-vim/ 24 AI en 2026-07-14T00:00:00Z Anthropic: Claude Code v2.1.208 and v2.1.209 — screen reader, vim remaps, and wrapper support https://24-ai.news/en/news/2026-07-14/cncf-pod-deployment-unit-ai-agent/ 24 AI en 2026-07-14T00:00:00Z CNCF: Is the Kubernetes Pod the right unit for AI agents? https://24-ai.news/en/news/2026-07-14/github-ai-security-code-scanning-copilot/ 24 AI en 2026-07-14T00:00:00Z GitHub: AI security detections on pull requests and /security-review in the Copilot app https://24-ai.news/en/news/2026-07-14/google-atl-saathi-india-education/ 24 AI en 2026-07-14T00:00:00Z Google DeepMind: ATL Saathi — Gemini tool for Indian teachers targets 11 million students https://24-ai.news/en/news/2026-07-14/nvidia-blackwell-performance-per-watt/ 24 AI en 2026-07-14T00:00:00Z NVIDIA: performance per watt as the key metric — Blackwell GB300 up to 25× more efficient than Hopper https://24-ai.news/de/news/2026-07-14/amd-logslop-log-summarization/ 24 AI de 2026-07-14T00:00:00Z AMD: LogsLop — Open-Source-Tool komprimiert große Log-Dateien auf 11 % und spart 78 % der Token https://24-ai.news/de/news/2026-07-14/anthropic-canada-ai-research-economic-index/ 24 AI de 2026-07-14T00:00:00Z Anthropic: 10 Millionen CAD für kanadische KI und Daten zur Claude-Nutzung in Kanada https://24-ai.news/de/news/2026-07-14/anthropic-claude-for-teachers/ 24 AI de 2026-07-14T00:00:00Z Anthropic: Claude for Teachers — kostenloser Claude für US-amerikanische K-12-Lehrkräfte https://24-ai.news/de/news/2026-07-14/arxiv-interaction-scaling-test-time-compute/ 24 AI de 2026-07-14T00:00:00Z arXiv:2607.11598: Interaktion als „dritte Achse" des Test-Time-Compute beseitigt bis zu 74 % der Fehler https://24-ai.news/de/news/2026-07-14/arxiv-scalecua-computer-use-agents-rl/ 24 AI de 2026-07-14T00:00:00Z arXiv:2607.11185: SCALECUA skaliert Computer-Use-Agenten mit RL — 68,7 % auf OSWorld https://24-ai.news/de/news/2026-07-14/arxiv-seta-terminal-agents-environments/ 24 AI de 2026-07-14T00:00:00Z arXiv:2607.10891: SETA — über 4.500 RL-Umgebungen verbessern Terminal-Agenten-Ergebnisse https://24-ai.news/de/news/2026-07-14/arxiv-tomap-proof-autoformalization/ 24 AI de 2026-07-14T00:00:00Z arXiv:2607.11307: ToMap — Multi-Agenten-Beweisautoformalisierung +19 % über SOTA https://24-ai.news/de/news/2026-07-14/aws-strands-multi-agent-social-intelligence/ 24 AI de 2026-07-14T00:00:00Z AWS: Strands Agents und Bedrock für Multi-Agenten-B2B-Käufersuche https://24-ai.news/de/news/2026-07-14/claude-code-2-1-208-screen-reader-vim/ 24 AI de 2026-07-14T00:00:00Z Anthropic: Claude Code v2.1.208 und v2.1.209 — Screen-Reader, Vim-Remaps und Wrapper-Unterstützung https://24-ai.news/de/news/2026-07-14/cncf-pod-deployment-unit-ai-agent/ 24 AI de 2026-07-14T00:00:00Z CNCF: Ist der Kubernetes-Pod die richtige Einheit für KI-Agenten? https://24-ai.news/de/news/2026-07-14/github-ai-security-code-scanning-copilot/ 24 AI de 2026-07-14T00:00:00Z GitHub: KI-Sicherheitserkennung bei Pull Requests und /security-review in der Copilot-App https://24-ai.news/de/news/2026-07-14/google-atl-saathi-india-education/ 24 AI de 2026-07-14T00:00:00Z Google DeepMind: ATL Saathi — Gemini-Tool für indische Lehrkräfte zielt auf 11 Millionen Schülerinnen und Schüler https://24-ai.news/de/news/2026-07-14/nvidia-blackwell-performance-per-watt/ 24 AI de 2026-07-14T00:00:00Z NVIDIA: Leistung pro Watt als Schlüsselmetrik — Blackwell GB300 bis zu 25× effizienter als Hopper https://24-ai.news/zh/news/2026-07-14/amd-logslop-log-summarization/ 24 AI zh-cn 2026-07-14T00:00:00Z AMD：LogsLop——开源工具将巨型日志文件压缩至11%，节省78%的令牌 https://24-ai.news/zh/news/2026-07-14/anthropic-canada-ai-research-economic-index/ 24 AI zh-cn 2026-07-14T00:00:00Z Anthropic：向加拿大AI投资1000万加元，并发布Claude使用数据 https://24-ai.news/zh/news/2026-07-14/anthropic-claude-for-teachers/ 24 AI zh-cn 2026-07-14T00:00:00Z Anthropic：Claude for Teachers——为美国K-12教师提供免费Claude https://24-ai.news/zh/news/2026-07-14/arxiv-interaction-scaling-test-time-compute/ 24 AI zh-cn 2026-07-14T00:00:00Z arXiv:2607.11598: 交互作为测试时计算的「第三轴」，可消除最多74%的错误 https://24-ai.news/zh/news/2026-07-14/arxiv-scalecua-computer-use-agents-rl/ 24 AI zh-cn 2026-07-14T00:00:00Z arXiv:2607.11185: SCALECUA通过强化学习扩展计算机使用代理——OSWorld得分68.7% https://24-ai.news/zh/news/2026-07-14/arxiv-seta-terminal-agents-environments/ 24 AI zh-cn 2026-07-14T00:00:00Z arXiv:2607.10891: SETA——4,500+强化学习环境提升终端代理性能 https://24-ai.news/zh/news/2026-07-14/arxiv-tomap-proof-autoformalization/ 24 AI zh-cn 2026-07-14T00:00:00Z arXiv:2607.11307: ToMap——多代理数学证明自动形式化，超越SOTA +19% https://24-ai.news/zh/news/2026-07-14/aws-strands-multi-agent-social-intelligence/ 24 AI zh-cn 2026-07-14T00:00:00Z AWS：Strands Agents和Bedrock助力多代理B2B客户搜索 https://24-ai.news/zh/news/2026-07-14/claude-code-2-1-208-screen-reader-vim/ 24 AI zh-cn 2026-07-14T00:00:00Z Anthropic：Claude Code v2.1.208和v2.1.209——屏幕阅读器、vim重映射与进程包装器支持 https://24-ai.news/zh/news/2026-07-14/cncf-pod-deployment-unit-ai-agent/ 24 AI zh-cn 2026-07-14T00:00:00Z CNCF：Kubernetes Pod是AI代理的合适部署单元吗？ https://24-ai.news/zh/news/2026-07-14/github-ai-security-code-scanning-copilot/ 24 AI zh-cn 2026-07-14T00:00:00Z GitHub：在拉取请求中引入AI安全检测，并在Copilot应用中推出/security-review命令 https://24-ai.news/zh/news/2026-07-14/google-atl-saathi-india-education/ 24 AI zh-cn 2026-07-14T00:00:00Z Google DeepMind：ATL Saathi——面向印度教师的Gemini工具，目标惠及1100万学生 https://24-ai.news/zh/news/2026-07-14/nvidia-blackwell-performance-per-watt/ 24 AI zh-cn 2026-07-14T00:00:00Z NVIDIA：每瓦性能成为关键指标——Blackwell GB300效率最高达Hopper的25倍 https://24-ai.news/ja/news/2026-07-14/amd-logslop-log-summarization/ 24 AI ja 2026-07-14T00:00:00Z AMD：LogsLop——巨大なログファイルを11%に圧縮し、トークンを78%節約するオープンソースツール https://24-ai.news/ja/news/2026-07-14/anthropic-canada-ai-research-economic-index/ 24 AI ja 2026-07-14T00:00:00Z Anthropic：カナダAIに1000万カナダドル投資、Claude利用データも公開 https://24-ai.news/ja/news/2026-07-14/anthropic-claude-for-teachers/ 24 AI ja 2026-07-14T00:00:00Z Anthropic：Claude for Teachers——米国K-12教師向け無料Claude https://24-ai.news/ja/news/2026-07-14/arxiv-interaction-scaling-test-time-compute/ 24 AI ja 2026-07-14T00:00:00Z arXiv:2607.11598: インタラクションがテスト時計算の「第三軸」——最大74%のエラーを除去 https://24-ai.news/ja/news/2026-07-14/arxiv-scalecua-computer-use-agents-rl/ 24 AI ja 2026-07-14T00:00:00Z arXiv:2607.11185: SCALECUAがRLでコンピュータ使用エージェントをスケール——OSWorld 68.7% https://24-ai.news/ja/news/2026-07-14/arxiv-seta-terminal-agents-environments/ 24 AI ja 2026-07-14T00:00:00Z arXiv:2607.10891: SETA——4,500以上のRL環境がターミナルエージェントの性能を向上 https://24-ai.news/ja/news/2026-07-14/arxiv-tomap-proof-autoformalization/ 24 AI ja 2026-07-14T00:00:00Z arXiv:2607.11307: ToMap——マルチエージェント数学証明の自動形式化でSOTA+19% https://24-ai.news/ja/news/2026-07-14/aws-strands-multi-agent-social-intelligence/ 24 AI ja 2026-07-14T00:00:00Z AWS：Strands AgentsとBedrockによるマルチエージェントB2B顧客探索 https://24-ai.news/ja/news/2026-07-14/claude-code-2-1-208-screen-reader-vim/ 24 AI ja 2026-07-14T00:00:00Z Anthropic：Claude Code v2.1.208・v2.1.209——スクリーンリーダー、vimリマップ、プロセスラッパー対応 https://24-ai.news/ja/news/2026-07-14/cncf-pod-deployment-unit-ai-agent/ 24 AI ja 2026-07-14T00:00:00Z CNCF：KubernetesのPodはAIエージェントの適切なデプロイ単位か？ https://24-ai.news/ja/news/2026-07-14/github-ai-security-code-scanning-copilot/ 24 AI ja 2026-07-14T00:00:00Z GitHub：プルリクエストへのAIセキュリティ検出と、Copilotアプリの/security-reviewコマンド https://24-ai.news/ja/news/2026-07-14/google-atl-saathi-india-education/ 24 AI ja 2026-07-14T00:00:00Z Google DeepMind：ATL Saathi——インド教師向けGeminiツール、1100万人の生徒を目指す https://24-ai.news/ja/news/2026-07-14/nvidia-blackwell-performance-per-watt/ 24 AI ja 2026-07-14T00:00:00Z NVIDIA：ワット当たり性能が主要指標に——Blackwell GB300はHopperの最大25倍の効率 https://24-ai.news/ko/news/2026-07-14/amd-logslop-log-summarization/ 24 AI ko 2026-07-14T00:00:00Z AMD: LogsLop — 오픈소스 도구로 거대한 로그 파일을 11%로 압축하고 토큰 78% 절약 https://24-ai.news/ko/news/2026-07-14/anthropic-canada-ai-research-economic-index/ 24 AI ko 2026-07-14T00:00:00Z Anthropic: 캐나다 AI 연구에 1000만 캐나다달러 투자 및 Claude 사용 데이터 공개 https://24-ai.news/ko/news/2026-07-14/anthropic-claude-for-teachers/ 24 AI ko 2026-07-14T00:00:00Z Anthropic: Claude for Teachers — 미국 K-12 교사를 위한 무료 Claude https://24-ai.news/ko/news/2026-07-14/arxiv-interaction-scaling-test-time-compute/ 24 AI ko 2026-07-14T00:00:00Z arXiv:2607.11598: 상호작용이 테스트 시 계산의 「세 번째 축」 — 오류 최대 74% 제거 https://24-ai.news/ko/news/2026-07-14/arxiv-scalecua-computer-use-agents-rl/ 24 AI ko 2026-07-14T00:00:00Z arXiv:2607.11185: SCALECUA, RL로 컴퓨터 사용 에이전트 확장 — OSWorld 68.7% https://24-ai.news/ko/news/2026-07-14/arxiv-seta-terminal-agents-environments/ 24 AI ko 2026-07-14T00:00:00Z arXiv:2607.10891: SETA — 4,500개 이상의 강화학습 환경으로 터미널 에이전트 성능 향상 https://24-ai.news/ko/news/2026-07-14/arxiv-tomap-proof-autoformalization/ 24 AI ko 2026-07-14T00:00:00Z arXiv:2607.11307: ToMap — 멀티 에이전트 수학 증명 자동 형식화, SOTA 대비 +19% https://24-ai.news/ko/news/2026-07-14/aws-strands-multi-agent-social-intelligence/ 24 AI ko 2026-07-14T00:00:00Z AWS: Strands Agents와 Bedrock으로 멀티 에이전트 B2B 고객 탐색 https://24-ai.news/ko/news/2026-07-14/claude-code-2-1-208-screen-reader-vim/ 24 AI ko 2026-07-14T00:00:00Z Anthropic: Claude Code v2.1.208 및 v2.1.209 — 스크린 리더, vim 리맵 및 프로세스 래퍼 지원 https://24-ai.news/ko/news/2026-07-14/cncf-pod-deployment-unit-ai-agent/ 24 AI ko 2026-07-14T00:00:00Z CNCF: Kubernetes Pod가 AI 에이전트의 올바른 배포 단위입니까? https://24-ai.news/ko/news/2026-07-14/github-ai-security-code-scanning-copilot/ 24 AI ko 2026-07-14T00:00:00Z GitHub: 풀 리퀘스트에 AI 보안 탐지 도입 및 Copilot 앱에 /security-review 명령 추가 https://24-ai.news/ko/news/2026-07-14/google-atl-saathi-india-education/ 24 AI ko 2026-07-14T00:00:00Z Google DeepMind: ATL Saathi — 인도 교사를 위한 Gemini 도구, 1100만 학생 목표 https://24-ai.news/ko/news/2026-07-14/nvidia-blackwell-performance-per-watt/ 24 AI ko 2026-07-14T00:00:00Z NVIDIA: 와트당 성능이 핵심 지표로 — Blackwell GB300, Hopper 대비 최대 25배 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