2026年8月10日起，谷歌将向K-12及高校全体学生开放谷歌课堂Gemini功能（需管理员授权）。此举将AI深度嵌入学习流程，学生可将课程资料一键转为抽认卡、测验等互动工具，同步至Notebook自动生成学习指南与音频概览，提升个性化学习效率。
苹果公司计划升级其销售培训应用 Apple Sales Coach，引入AI虚拟讲师，利用生成式AI将枯燥文档转化为动态培训视频，为全球销售伙伴提供高效、生动的个性化学习体验，标志着其内部办公从“AI查资料”向更深层次应用迈进。
OpenAI正为ChatGPT研发“创建模板”功能，旨在通过分析用户上传的文档，学习其独特写作风格，从而生成更自然、个性化的内容，减少AI的“机器味”。
Mindverse获2000万美元融资，推动AI应用向个性化转型。其个人专属模型通过万亿参数LoRA与强化学习技术，实现从概念到规模化落地的突破。
AI驱动的数字SAT和ACT备考平台，提供免费诊断测试和个性化学习计划
AI驱动平台，提供个性化学习与备考资源，助你攻克考试。
印度K - 12学生AI教育平台，提供个性化学习与考试准备。
LearnFlux是AI学习助手，可将资料转为互动资源，助你高效学习。
Bytedance
$1.2
Input tokens/M
$3.6
Output tokens/M
4
Context Length
Deepseek
$4
$16
32
Iflytek
$2
-
Openai
$14
$56
200
Alibaba
$1.6
128
$525
$1050
$1
8
Baichuan
Baidu
64
$105
$420
Minimax
$21
$84
Tencent
Gauntlet-Incept是一个为K-8学生生成高质量教育内容的系统，专注于文章和题库的个性化生成与评估。
该项目是一个基于Node.js和TypeScript构建的CSS教学MCP服务器，提供个性化CSS特性更新服务，包含资源管理、工具调用和提示引导功能。
一个基于Streamlit的个性化学习路径生成器，整合YouTube、Google Drive和Notion等服务，通过MCP协议创建定制化学习方案。
罗马尼亚警察学院入学考试备考平台Academiadepolitie.com的远程MCP服务，为5万多名学生提供AI驱动的个性化学习分析、实时数据访问和安全认证，覆盖20个法律与警务学科。
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