我国科研团队在《自然·机器智能》发表重大突破，推出全球首个兼具“自主出题”与“自动解题”能力的通用人工智能系统“通矩模型”。这标志着AI在数学推理领域从被动模仿转向主动创造，实现了从“解题机器”到“数学创作者”的范式转变。
清华大学发布首份AI教育应用指导原则，系统规范校园AI使用，覆盖教学、科研等核心场景。文件分总则、教学、学位论文三部分，强调“积极而审慎”立场，旨在全局引导AI合理应用。
非营利机构FutureHouse推出AI科研系统Kosmos，12小时可完成1500篇论文阅读、生成4.2万行代码及引用报告，效率相当于人类团队6个月，准确率79.4%。该系统采用结构化世界模型，并行处理检索、分析与验证，已成功复现7项前沿发现。
FutureHouse推出AI科研系统Kosmos，12小时可处理1500篇论文、生成4.2万行代码，产出相当于人类团队半年工作量。系统基于结构化世界模型，在超千万token中保持逻辑连贯，已在神经科学等领域完成7项发现，含4项首次报道。其自主循环架构实现文献检索、知识图谱更新与规划迭代。
Openai
$2.8
Input tokens/M
$11.2
Output tokens/M
1k
Context Length
Anthropic
$21
$105
200
Alibaba
-
Bytedance
Baidu
Tencent
$2
$1.75
$14
400
$525
Chatglm
$8
$16
128
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