教育中的生成式人工智能：教育者与专家观点

Summary of Generative AI in Education

Core Content

This report explores the opportunities and risks of Generative AI (GenAI) in education, based on interviews with educators and experts, quantitative data, and academic literature. It highlights the growing adoption of GenAI among teachers and students, the potential benefits, and the challenges and concerns that accompany its use.

Main Viewpoints and Key Information

Adoption and Use

• Rapid Increase in Adoption: Over the past year, the use of GenAI has increased significantly. By November 2023, 42% of primary and secondary teachers had used GenAI, up from 17% in April.
• Student Usage: Students are using GenAI more frequently than teachers. 74% of online UK 16-24-year-olds have used GenAI, and 67% of secondary school students report using it for schoolwork.
• Common Tools: Teachers and students commonly use tools such as ChatGPT, Google Bard, Midjourney, and Canva. Some schools are integrating GenAI into existing digital platforms like Microsoft Copilot.
• Demographics: Male teachers, younger educators, and those in secondary schools are more likely to use GenAI. Independent school teachers also show higher adoption rates compared to state school teachers.

Applications and Opportunities

• Educational Resources: GenAI is frequently used to create lesson materials, worksheets, and revision tools.
• Administrative Support: Some educators use it for tasks like writing letters, emails, and developing marketing content.
• Personalisation: GenAI enables teachers to tailor resources for students with special educational needs and disabilities (SEND) and for those with English as an Additional Language (EAL).
• Skill Development: It is used to support continued professional development (CPD) by summarising articles and providing virtual tutoring.
• Creative Teaching: Tools like Canva and Midjourney are used to generate creative content in art, music, and design, while science and computing teachers use it for generating experiments and coding exercises.

Impact and Benefits

• Efficiency and Creativity: Teachers report that GenAI improves efficiency and allows for more creative teaching. It can save time on tasks and help generate new ideas.
• Student Engagement: Some educators note increased student engagement, especially with the use of interactive and personalised learning materials.
• Support for SEND Students: GenAI has been reported to support students with special educational needs and disabilities through tailored resources.

Risks and Concerns

• Academic Malpractice: There is concern that GenAI could be used to cheat, especially with the difficulty in detecting such use.
• Overreliance: Some worry that students may become overly dependent on AI, which could hinder the development of critical thinking and other essential skills.
• Digital Divide: There is a risk that GenAI may exacerbate existing inequalities, as access to these tools is not uniform across all schools and students.
• Ethical and Safety Risks: Issues around data privacy, misuse, and the ethical implications of AI use in education are significant concerns.
• Teacher Confidence: Only 17% of teachers and leaders feel confident advising students on appropriate AI use, indicating a need for more training and guidance.

Government and Institutional Support

• Need for Guidance: Educators and experts call for clear government guidance on the ethical and safe use of GenAI in education.
• Evidence Base: There is a demand for more robust evidence on the impact of GenAI, to better understand its effects on learning and teaching.
• Digital Infrastructure: Many educators lack the necessary digital skills and infrastructure to fully utilise GenAI, which limits its adoption.
• Strategic Approach: A long-term, future-proofed strategy for AI in education is needed, along with collaboration between institutions and educators to facilitate its integration.

Conclusion

GenAI presents significant opportunities to enhance teaching and learning, but its adoption and use in education require careful management to address risks and ensure it aligns with good pedagogical practices. The report calls for continued investment in education technology, support for teachers, and a balanced approach to integrating AI into the classroom.