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。
最新物理基准测试“CritPt”显示，顶尖AI模型如Gemini3Pro和GPT-5距离成为自主科学家仍有巨大差距。该测试由全球50多位物理学家开发，重点考核博士级科研实战能力，而非单纯知识记忆，突显AI在创造性研究中的局限性。
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。
西湖大学推出AI科学家DeepScientist，两周完成人类三年科研量，自主产生5000个科学想法并验证1100个，在三个前沿AI任务中打破人类纪录，展现强大独立科研能力，超越传统辅助工具局限。
Anthropic
$21
Input tokens/M
$105
Output tokens/M
200
Context Length
Alibaba
$54
$163
1k
-
32
Chatglm
$8
$16
128
Xai
256
$525
$2
Openai
$420
Iflytek
8
Moonshot
$1
131
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