MIT Technology Review » Artificial Intelligence 07月15日 17:21
AI’s giants want to take over the classroom
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随着暑假的到来,一群教师正在密谋如何在即将到来的新学年中使用AI。OpenAI、Microsoft和Anthropic于7月8日宣布了一项价值2300万美元的合作伙伴关系,与全美最大的教师工会之一合作,推出“AI教学国家学院”,旨在培训教师如何使用AI进行教学、备课和撰写报告。尽管AI公司声称AI可以提供个性化学习、更高效的备课和评分,但许多人担心AI会削弱批判性思维和集体注意力。同时,也有研究表明AI可能被用于作弊,并减少批判性思考。教师们正在努力应对AI的挑战,并希望AI教学培训能够真正帮助他们理解AI的工作原理和用途,而不是仅仅教授工具和预设提示。一些教育工作者完全抵制AI的使用,认为在AI作弊问题没有解决之前,不应大规模采用AI工具。

📚 AI教学国家学院由OpenAI、Microsoft和Anthropic与全美最大的教师工会之一合作推出,旨在培训教师如何使用AI进行教学、备课和撰写报告。

🤖 AI公司声称AI可以提供个性化学习、更高效的备课和评分,但许多人担心AI会削弱批判性思维和集体注意力。

📊 研究表明AI可能被用于作弊,并减少批判性思考,同时也有证据支持AI可以提高学生参与度。

👩‍🏫 教师们正在努力应对AI的挑战,并希望AI教学培训能够真正帮助他们理解AI的工作原理和用途,而不是仅仅教授工具和预设提示。

🚫 一些教育工作者完全抵制AI的使用,认为在AI作弊问题没有解决之前,不应大规模采用AI工具。

School’s out and it’s high summer, but a bunch of teachers are plotting how they’re going to use AI this upcoming school year. God help them. 

On July 8, OpenAI, Microsoft, and Anthropic announced a $23 million partnership with one of the largest teachers’ unions in the United States to bring more AI into K–12 classrooms. Called the National Academy for AI Instruction, the initiative will train teachers at a New York City headquarters on how to use AI both for teaching and for tasks like planning lessons and writing reports, starting this fall

The companies could face an uphill battle. Right now, most of the public perceives AI’s use in the classroom as nothing short of ruinous—a surefire way to dampen critical thinking and hasten the decline of our collective attention span (a viral story from New York magazine, for example, described how easy it now is to coast through college thanks to constant access to ChatGPT). 

Amid that onslaught, AI companies insist that AI promises more individualized learning, faster and more creative lesson planning, and quicker grading. The companies sponsoring this initiative are, of course, not doing it out of the goodness of their hearts.

No—as they hunt for profits, their goal is to make users out of teachers and students. Anthropic is pitching its AI models to universities, and OpenAI offers free courses for teachers. In an initial training session for teachers by the new National Academy for AI Instruction, representatives from Microsoft showed teachers how to use the company’s AI tools for lesson planning and emails, according to the New York Times

It’s early days, but what does the evidence actually say about whether AI is helping or hurting students? There’s at least some data to support the case made by tech companies: A recent survey of 1,500 teens conducted by Harvard’s Graduate School of Education showed that kids are using AI to brainstorm and answer questions they’re afraid to ask in the classroom. Studies examining settings ranging from math classes in Nigeria to colleges physics courses at Harvard have suggested that AI tutors can lead students to become more engaged. 

And yet there’s more to the story. The same Harvard survey revealed that kids are also frequently using AI for cheating and shortcuts. And an oft-cited paper from Microsoft found that relying on AI can reduce critical thinking. Not to mention the fact that “hallucinations” of incorrect information are an inevitable part of how large language models work.

There’s a lack of clear evidence that AI can be a net benefit for students, and it’s hard to trust that the AI companies funding this initiative will give honest advice on when not to use AI in the classroom.

Despite the fanfare around the academy’s launch, and the fact the first teacher training is scheduled to take place in just a few months, OpenAI and Anthropic told me they couldn’t share any specifics. 

It’s not as if teachers themselves aren’t already grappling with how to approach AI. One such teacher, Christopher Harris, who leads a library system covering 22 rural school districts in New York, has created a curriculum aimed at AI literacy. Topics range from privacy when using smart speakers (a lesson for second graders) to misinformation and deepfakes (instruction for high schoolers). I asked him what he’d like to see in the curriculum used by the new National Academy for AI Instruction.

“The real outcome should be teachers that are confident enough in their understanding of how AI works and how it can be used as a tool that they can teach students about the technology as well,” he says. The thing to avoid would be overfocusing on tools and pre-built prompts that teachers are instructed to use without knowing how they work. 

But all this will be for naught without an adjustment to how schools evaluate students in the age of AI, Harris says: “The bigger issue will be shifting the fundamental approaches to how we assign and assess student work in the face of AI cheating.”

The new initiative is led by the American Federation of Teachers, which represents 1.8 million members, as well as the United Federation of Teachers, which represents 200,000 members in New York. If they win over these groups, the tech companies will have significant influence over how millions of teachers learn about AI. But some educators are resisting the use of AI entirely, including several hundred who signed an open letter last week.

Helen Choi is one of them. “I think it is incumbent upon educators to scrutinize the tools that they use in the classroom to look past hype,” says Choi, an associate professor at the University of Southern California, where she teaches writing. “Until we know that something is useful, safe, and ethical, we have a duty to resist mass adoption of tools like large language models that are not designed by educators with education in mind.”

This story originally appeared in The Algorithm, our weekly newsletter on AI. To get stories like this in your inbox first, sign up here.

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AI教学 教师培训 个性化学习 作弊问题 批判性思维
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