教育人工智慧市场展望

自2022年底 ChatGPT 发布以来，教育机构面临两难：一方面，ChatGPT 能够减少重复性工作，提供快速翻译、语法检查和创意生成等功能；另一方面，它也存在隐私问题、抄袭和不当内容等潜在风险。

此外，教师们本已不堪重负，他们面临越来越大的压力，需要尽快掌握教育领域涌现的各种生成式人工智慧工具。

本报告探讨了教育人工智慧市场，评估了目前人工智慧 PC 硬体和软体的开发现状，分析了在教育中使用人工智慧工具的优势和挑战，并提供了该行业未来五年的展望。

市场趋势

本报告的撰写参考了2024年Computex2024的重大发布，该展会上几乎所有产品都采用了人工智慧晶片。包括NVIDIA、Intel、AMD、高通和ARM在内的半导体行业领导者企业纷纷发布了搭载专用晶片的AI赋能型PC，这些晶片能够直接在设备上运行AI应用程序，标誌着用户与PC交互方式的重大飞跃。

随着K-12和高等教育中AI工具的实验阶段日趋成熟，关键趋势也在不断演变，教育工作者开始转向针对特定目标量身定制的小型或大型语言模型（LM）。 Windows 10支援的终止持续推动系统更新换代，提高了AI硬体的普及率。搭载NPU（神经网路处理单元）效能超过60 TOPS的先进AI PC的出现，预计将推动边缘AI的普及，同时Chromebook Plus产品线也不断扩展。 AI素养仍是教育工作者和学生的首要任务，联合国教科文组织AI指导架构也持续影响全球课程的发展。

目录

• 综合PDF报告
• 执行摘要
• K-12和高等教育人工智慧PC市场规模评估
• 人工智慧在教育领域的机会与挑战
• 人工智慧赋能的学习与教学
• 人工智慧指导与监管
• 人工智慧PC及软体产品
• 人工智慧技术的拥有成本与应用
• 未来展望
• 教育机构与学生对人工智慧的看法

Since Chat GPT was launched at the end of 2022, educational institutions have been faced with the dilemma of using this tool to reduce repetitive tasks as well being able to quickly translate, check grammar, generate ideas, versus potential privacy issues, plagiarism and offensive content.

In addition, there has been increased pressure on already overstretched teachers to quickly learn how to use the variety of generative AI tools that are quickly appearing in the educational space. This report assesses current state of AI PC hardware and software developments, analyses the benefits and challenges of using AI tools in education, as well as offering outlook on the shape of the sector during the next five years.

This report covers:

• Market Sizing - To quantify the current levels of AI PCs adoption in K-12 and High Ed, which covers total of desktops, notebooks and Chromebook and excludes BYOD and tablet PCs.
• Market Forecasting - To develop five-year shipment forecasts for AI PCs and review key factors influencing the market expansion. c
• Opportunities and Challenges of AI tools - To identify the pace of adoption of these tools in education.
• Teaching and Learning about AI - To identify how teachers and students are currently embracing the benefits of AI technology.
• AI Rules and Regulations - To gauge the state of standardisation in the approach to AI incorporation in at the regional and country levels.
• Product, Technology, & Competitive Review - To identify and interpret key market developments and trends.
• Institutional and Student feedback interviews with IT decision makers and students in K-12 and High Ed sector - To formulate the current state of AI tools adoption and future expectations.

Market Trends:

The current report follows major announcements at Computex 2024, where AI-ready silicon featured in almost every product. Key players in the chip industry, including Nvidia, Intel, AMD, Qualcomm, and ARM, showcased AI-enabled PCs with specialised chips to run AI applications directly on the device. This marks a significant leap in user interaction with PCs.

The December 2025 AI in Education update builds on the June 2025 report, integrating recent developments in AI hardware, software, policy, and the integration of AI into the pedagogy. Key trends continue to evolve as the experimentation phase with AI tools is maturing in K-12 and Higher Ed, with educators looking at smaller LMs to fit their specific goals. Windows 10 end-of-life continues to drive refresh cycles, and with it, greater AI hardware adoption potential. There are new developments in advanced AI PCs with >60 TOPS NPUs which will enable more edge AI adoption, as well as expanded Chromebook Plus offerings. AI literacy remains on the top of the agenda for educators and students while UNESCO AI guidance frameworks continue to shape curricula globally.

Areas Explored:

This report includes market sizing for AI ready and AI-enabled PCs based on K-12 Mobile PC tracker data, K-12 Desktop PC report data, Higher Ed Desktop and Mobile PC tracker data, channel and leading OEMs interview feedback as well as Futuresource's own estimates.

Did you know?

Futuresource has been tracking, researching and consulting on the global education technology market for more than 20 years. However, since 2020, the pandemic has placed a spotlight on EdTech and the role it has played in keeping children educated, and Futuresource's reporting has been ramped up accordingly. Any enterprise operating within the EdTech sector will benefit from this report, particularly:

• Manufacturers and their suppliers
• Resellers and VARs
• Intermediaries and supply chain
• EdTech market strategists, marketing and sales professionals
• Investors

Table of Contents

• Comprehensive PDF report
• Executive summary
• K-12 and High Ed AI PC Market Size Assessment
• AI Opportunities And Challenges For Education
• Learning and Teaching With AI
• AI Guidance and Regulations
• AI PC and Software Offerings
• Cost of Ownership And Adoption of AI Technologies
• Future Expectations
• What Do Educational Institutions and Students Say About AI?