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论文报告称，SSKG 方法使 LLM 学生的模拟更加忠实地掌握了知识
arXiv 预印本报告称，随机知识图谱方法使三名法学硕士在 379 个 SAT 代数项目中产生了更具区分性的模拟学生。arxiv.org工业
Aramco Ventures co-leads $20 million seed round for Twin1 AI worker-clone platform
TradingView reports that Aramco Ventures co-led a $20 million seed round for Twin1 AI, a California startup developing digital replicas of knowledge workers to automate routine office tasks.tradingview.com安全
Open Source For You details Nvidia OpenShell’s runtime guardrails for AI agents
Open Source For You reports that Nvidia OpenShell is an Apache 2.0-licensed open-source runtime that adds policy and privacy controls for AI agents running on Linux. The article describes its sandbox, supervisor, gateway, policy engine and privacy router, while noting that the project builds on established Linux…opensourceforu.com创新
预印本报告了用于智能手机口腔癌分类的轻量级人工智能模型
一份新的预印本报告称，优化的轻量级混合模型在保留的测试集上对口腔癌图像进行了分类，平均灵敏度为 83.2%，平均特异性为 86.0%，这表明初级保健分诊可能采用边缘人工智能方法。arxiv.org工业
Resident opposition puts Southeast Asia’s AI data-centre expansion under scrutiny, SCMP reports
The South China Morning Post reports that residents in Malaysia and the Philippines have opposed proposed data centres intended to support cloud computing and artificial intelligence. Both proposals were subsequently reported as withdrawn, although the source does not independently confirm the final status of…scmp.com政策
Vijesti reports UK-Ukraine agreement to use battlefield sensor data for defense AI
Vijesti reports that the UK and Ukraine signed an agreement under which Britain would access data from Ukraine’s Avengers platform to train AI models for protecting sensitive sites.en.vijesti.me创新
HIRA 论文报告选择性人工审查改进了监管环境中的人工智能文档分类
新的 arXiv 预印本描述了 HIRA，这是一种基于检索的人工智能分类系统，可将不确定的文档发送给本地语言模型或人工审阅者。作者报告了更高的 Macro-F1 分数，同时减少了需要人工纠正的文档数量和语言模型调用的数量。arxiv.org创新
Preprint proposes length-aware training method for GUI agents
A new arXiv preprint proposes training GUI agents with trajectory-level feedback, rewarding concise successful executions and distinguishing failures by how they diverge from successful behavior.arxiv.org政策
据 The College Fix 报道，芝加哥大学将禁止人工智能和设备进入社会科学核心课程
据 The College Fix 援引《芝加哥栗色报》获得的一份部门备忘录报道，芝加哥大学将从今年秋天开始，使其社会科学核心课程不再使用技术。thecollegefix.com