https://24-ai.news/hr/news/2026-07-11/arxiv-causalds-data-science-agents/ 24 AI hr 2026-07-11T00:00:00Z arXiv:2607.08093: CausalDS — novi benchmark koji mjeri kauzalno zaključivanje AI agenata u data-science zadacima https://24-ai.news/hr/news/2026-07-11/arxiv-patient-centered-clinical-dialogue/ 24 AI hr 2026-07-11T00:00:00Z arXiv:2607.08625: opsežan pregled izazova kliničkih dijaloških AI sustava — od kliničkog zaključivanja do sigurnosti pacijenata https://24-ai.news/hr/news/2026-07-11/arxiv-solarchain-eval-energy-agents/ 24 AI hr 2026-07-11T00:00:00Z arXiv:2607.08681: SolarChain-Eval — fizikalno ograničen benchmark za AI agente u decentraliziranim energetskim tržištima https://24-ai.news/hr/news/2026-07-11/arxiv-tao-llm-formal-mathematics/ 24 AI hr 2026-07-11T00:00:00Z arXiv:2607.07779: Terence Tao među autorima rada o granicama velikih jezičnih modela u frontierskoj matematici https://24-ai.news/hr/news/2026-07-11/arxiv-token-flow-firewall-agent-security/ 24 AI hr 2026-07-11T00:00:00Z arXiv:2607.08395: Token-Flow Firewall — runtime nadzor koji dugoživuće AI agente štiti i spušta uspješnost napada na 12,5% https://24-ai.news/hr/news/2026-07-11/claude-code-2-1-207-auto-mode-opus48/ 24 AI hr 2026-07-11T00:00:00Z Anthropic: Claude Code v2.1.207 uključuje auto mode na svim enterprise cloudovima, mijenja zadani model na Opus 4.8 i zatvara shell-injection propust https://24-ai.news/en/news/2026-07-11/arxiv-causalds-data-science-agents/ 24 AI en 2026-07-11T00:00:00Z arXiv:2607.08093: CausalDS — a new benchmark measuring causal reasoning of AI agents in data-science tasks https://24-ai.news/en/news/2026-07-11/arxiv-patient-centered-clinical-dialogue/ 24 AI en 2026-07-11T00:00:00Z arXiv:2607.08625: comprehensive survey of challenges in clinical conversational AI systems — from clinical reasoning to patient safety https://24-ai.news/en/news/2026-07-11/arxiv-solarchain-eval-energy-agents/ 24 AI en 2026-07-11T00:00:00Z arXiv:2607.08681: SolarChain-Eval — physics-constrained benchmark for AI agents in decentralized energy markets https://24-ai.news/en/news/2026-07-11/arxiv-tao-llm-formal-mathematics/ 24 AI en 2026-07-11T00:00:00Z arXiv:2607.07779: Terence Tao among authors of paper on limits of large language models in frontier mathematics https://24-ai.news/en/news/2026-07-11/arxiv-token-flow-firewall-agent-security/ 24 AI en 2026-07-11T00:00:00Z arXiv:2607.08395: Token-Flow Firewall — runtime monitoring that protects long-running AI agents and reduces attack success rate to 12.5% https://24-ai.news/en/news/2026-07-11/claude-code-2-1-207-auto-mode-opus48/ 24 AI en 2026-07-11T00:00:00Z Anthropic: Claude Code v2.1.207 enables auto mode on all enterprise clouds, switches default model to Opus 4.8, and closes shell-injection vulnerability https://24-ai.news/de/news/2026-07-11/arxiv-causalds-data-science-agents/ 24 AI de 2026-07-11T00:00:00Z arXiv:2607.08093: CausalDS — neues Benchmark misst kausales Schlussfolgern von KI-Agenten in Data-Science-Aufgaben https://24-ai.news/de/news/2026-07-11/arxiv-patient-centered-clinical-dialogue/ 24 AI de 2026-07-11T00:00:00Z arXiv:2607.08625: umfassender Überblick über Herausforderungen klinischer konversationaler KI-Systeme — von klinischem Schlussfolgern bis zur Patientensicherheit https://24-ai.news/de/news/2026-07-11/arxiv-solarchain-eval-energy-agents/ 24 AI de 2026-07-11T00:00:00Z arXiv:2607.08681: SolarChain-Eval — physikbeschränktes Benchmark für KI-Agenten in dezentralen Energiemärkten https://24-ai.news/de/news/2026-07-11/arxiv-tao-llm-formal-mathematics/ 24 AI de 2026-07-11T00:00:00Z arXiv:2607.07779: Terence Tao als Mitautor einer Studie über die Grenzen großer Sprachmodelle in der Frontier-Mathematik https://24-ai.news/de/news/2026-07-11/arxiv-token-flow-firewall-agent-security/ 24 AI de 2026-07-11T00:00:00Z arXiv:2607.08395: Token-Flow Firewall — Runtime-Überwachung schützt langlebige KI-Agenten und senkt Angriffserfolgsrate auf 12,5 % https://24-ai.news/de/news/2026-07-11/claude-code-2-1-207-auto-mode-opus48/ 24 AI de 2026-07-11T00:00:00Z Anthropic: Claude Code v2.1.207 aktiviert Auto-Modus auf allen Enterprise-Clouds, wechselt Standardmodell zu Opus 4.8 und schließt Shell-Injection-Lücke https://24-ai.news/zh/news/2026-07-11/arxiv-causalds-data-science-agents/ 24 AI zh 2026-07-11T00:00:00Z arXiv:2607.08093：CausalDS — 衡量 AI 智能体在数据科学任务中因果推理能力的新基准 https://24-ai.news/zh/news/2026-07-11/arxiv-patient-centered-clinical-dialogue/ 24 AI zh 2026-07-11T00:00:00Z arXiv:2607.08625：临床对话 AI 系统挑战全面综述——从临床推理到患者安全 https://24-ai.news/zh/news/2026-07-11/arxiv-solarchain-eval-energy-agents/ 24 AI zh 2026-07-11T00:00:00Z arXiv:2607.08681：SolarChain-Eval — 用于去中心化能源市场 AI 智能体的物理约束基准 https://24-ai.news/zh/news/2026-07-11/arxiv-tao-llm-formal-mathematics/ 24 AI zh 2026-07-11T00:00:00Z arXiv:2607.07779：Terence Tao 参与撰写探讨大型语言模型在前沿数学中局限性的论文 https://24-ai.news/zh/news/2026-07-11/arxiv-token-flow-firewall-agent-security/ 24 AI zh 2026-07-11T00:00:00Z arXiv:2607.08395：Token-Flow Firewall — 实时监控持久 AI 智能体并将攻击成功率降至 12.5% https://24-ai.news/zh/news/2026-07-11/claude-code-2-1-207-auto-mode-opus48/ 24 AI zh 2026-07-11T00:00:00Z Anthropic: Claude Code v2.1.207 在所有企业云上启用 auto mode，将默认模型切换为 Opus 4.8 并修复 shell-injection 漏洞 https://24-ai.news/ja/news/2026-07-11/arxiv-causalds-data-science-agents/ 24 AI ja 2026-07-11T00:00:00Z arXiv:2607.08093：CausalDS — データサイエンスタスクにおける AI エージェントの因果推論を測定する新ベンチマーク https://24-ai.news/ja/news/2026-07-11/arxiv-patient-centered-clinical-dialogue/ 24 AI ja 2026-07-11T00:00:00Z arXiv:2607.08625：臨床対話 AI システムの課題に関する包括的レビュー——臨床推論から患者安全まで https://24-ai.news/ja/news/2026-07-11/arxiv-solarchain-eval-energy-agents/ 24 AI ja 2026-07-11T00:00:00Z arXiv:2607.08681：SolarChain-Eval — 分散型エネルギー市場の AI エージェント向け物理制約付きベンチマーク https://24-ai.news/ja/news/2026-07-11/arxiv-tao-llm-formal-mathematics/ 24 AI ja 2026-07-11T00:00:00Z arXiv:2607.07779：Terence Tao が共著——フロンティア数学における大規模言語モデルの限界を論じた論文 https://24-ai.news/ja/news/2026-07-11/arxiv-token-flow-firewall-agent-security/ 24 AI ja 2026-07-11T00:00:00Z arXiv:2607.08395：Token-Flow Firewall — 長期稼働 AI エージェントをリアルタイム監視し攻撃成功率を 12.5% に低下 https://24-ai.news/ja/news/2026-07-11/claude-code-2-1-207-auto-mode-opus48/ 24 AI ja 2026-07-11T00:00:00Z Anthropic: Claude Code v2.1.207 が全エンタープライズクラウドで auto mode を有効化、デフォルトモデルを Opus 4.8 に変更し shell-injection 脆弱性を修正 https://24-ai.news/ko/news/2026-07-11/arxiv-causalds-data-science-agents/ 24 AI ko 2026-07-11T00:00:00Z arXiv:2607.08093：CausalDS — 데이터 과학 작업에서 AI 에이전트의 인과 추론을 측정하는 새 벤치마크 https://24-ai.news/ko/news/2026-07-11/arxiv-patient-centered-clinical-dialogue/ 24 AI ko 2026-07-11T00:00:00Z arXiv:2607.08625：임상 대화 AI 시스템의 과제에 관한 포괄적 개요——임상 추론에서 환자 안전까지 https://24-ai.news/ko/news/2026-07-11/arxiv-solarchain-eval-energy-agents/ 24 AI ko 2026-07-11T00:00:00Z arXiv:2607.08681：SolarChain-Eval — 분산형 에너지 시장의 AI 에이전트를 위한 물리 제약 벤치마크 https://24-ai.news/ko/news/2026-07-11/arxiv-tao-llm-formal-mathematics/ 24 AI ko 2026-07-11T00:00:00Z arXiv:2607.07779：Terence Tao가 공동 저술한 최전선 수학에서 대형 언어 모델의 한계를 논한 논문 https://24-ai.news/ko/news/2026-07-11/arxiv-token-flow-firewall-agent-security/ 24 AI ko 2026-07-11T00:00:00Z arXiv:2607.08395：Token-Flow Firewall — 장기 실행 AI 에이전트를 실시간 감시하고 공격 성공률을 12.5%로 낮추다 https://24-ai.news/ko/news/2026-07-11/claude-code-2-1-207-auto-mode-opus48/ 24 AI ko 2026-07-11T00:00:00Z Anthropic: Claude Code v2.1.207이 모든 엔터프라이즈 클라우드에서 auto mode를 활성화하고 기본 모델을 Opus 4.8로 변경하며 shell-injection 취약점 수정