人工智能席卷教育才刚刚开始

人工智能席卷教育才刚刚开始

2025-08-14Technology
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卿姐
韩纪飞,早上好。今天是8月15日,星期五,早上6点。我是卿姐,很高兴在 Goose Pod 再次与你相遇。今天,我们将一同探讨一个正在悄然改变世界格局的话题。
小撒
没错,还有我,小撒!今天我们要聊的话题,可以说是一场“润物细无声”的革命,那就是——人工智能席卷教育,而这,才刚刚开始。
卿姐
是的,让我们从一个非常具体的例子说起。就在不久前,像ChatGPT这样的AI聊天机器人,在很多学区还是“禁品”,学生们谈之色变。但如今,风向似乎完全变了。
小撒
何止是变了,简直是180度大转弯!就拿美国第三大公立学区迈阿密-戴德来说,他们之前的态度是“严防死守”,现在呢?人家正在提议为教师如何将AI融入课堂制定指导方针。这感觉就像,昨天还在说“此路不通”,今天就直接铺上了红地毯。
卿姐
小撒的比喻很形象。这种转变背后,是一种共识的形成。就像当地学校董事会成员罗伯托·阿隆索所说:“AI不是将要到来,它已经在这里了。”与其被动地封堵,不如主动地去拥抱和学习如何更好地使用它。这大概就是“道法自然”,顺势而为吧。
小撒
说得好!“道法自然”,这词用得妙。他们甚至提出了一个“分层框架”来管理AI的使用,从完全禁止到最大化使用,分门别类,安排得明明白白。而且,不只是地方学区在行动,连佛罗里达大学也正在为当地学校制定AI指导方针。这说明整个教育体系都在思考同一个问题。
卿姐
确实,这已经上升到了一个更高的高度。美国教育部支持发布了一个名为“PreK-20教育中负责任的AI整合框架”的指南,这个名字虽然很长,但核心思想却很清晰,那就是强调教育者的判断力在AI整合中的关键作用。技术虽好,但终究是为人服务的。
小撒
完全正确!这个框架提出了四个核心建议,我给大家快速总结一下:第一,要以人为本,老师、学生、家长的感受最重要;第二,要有战略规划,不能一窝蜂乱上;第三,要保证教育机会公平,不能让AI加剧数字鸿沟;第四,要持续评估和学习,AI在发展,我们也要进步。
卿姐
这四点建议,可以说是为AI在教育领域的应用,设定了一个温暖而坚实的基座。它提醒我们,无论技术如何发展,教育的根本目的,始终是人的成长。AI应该成为帮助我们实现这一目标的得力助手,而不是取代我们做出关键决定的主宰。
卿姐
其实,技术与教育的融合并非一蹴而就。回望过去几十年,每一步都伴随着社会的变革与思考。就如同那句诗所说,“随风潜入夜,润物细无声”,技术对教育的渗透,也是一个漫长而深刻的过程。
小撒
没错!咱们坐上时光机,回到上世纪80年代。那时候,美国发布了个报告叫《国家在危机中》,感觉教育要出大事儿了。技术上呢?个人电脑、游戏机开始出现。在教室里,技术就是个“外设”,最经典的场景就是去计算机房玩《俄勒冈之旅》。
卿姐
那是一个将技术视为某种新奇工具的时代,它在教育的核心之外,像一个独立的岛屿。学生们每周可能只有一节课的时间,能接触到这个充满新奇代码的“新世界”。它很有趣,但似乎与真正的学习关系不大。
小撒
时间快进到90年代,教育改革开始强调“选择”和“创新”,万维网和电子邮件来了!技术不再是“外设”,变成了“配件”。它开始补充教学,老师们可以用网络查资料,用软件做课件。技术从机房里,一点点地“挤”进了教室。
卿姐
是的,从“外设”到“配件”,这是一个重要的进步。技术开始与教学内容产生更紧密的联系。比如历史课上,老师可以通过网络展示更丰富的图片和视频资料,这在过去是难以想象的。技术为课堂打开了一扇通往更广阔世界的窗。
小撒
进入21世纪,也就是2000年代,关键词变成了“测量”和“问责”,什么“不让一个孩子掉队”法案都出来了。技术上呢,智能手机、笔记本电脑普及了。这时候,技术就从“配件”升级成了“集成模块”,数字课程、在线成绩单、学习管理系统(LMS)开始普及。
卿姐
这个阶段,技术已经深度嵌入到教学管理的各个环节。它不仅仅是内容的补充,更成为了教学流程的一部分。老师用它布置作业,家长用它查看成绩,学生用它提交作品。技术就像一条条脉络,将学校、老师、学生和家长更紧密地连接在一起。
小撒
说得太对了!到了最近这十几年,从“共同核心标准”到“力争上游”计划,教育开始强调所谓的“21世纪技能”。技术上,平板电脑、多功能设备层出不穷。技术终于成为了一个“集成工具”,开始谈“个性化学习”了。这在历史上可是头一回!
卿姐
“个性化学习”的实现,标志着教育理念的一次飞跃。技术不再仅仅是传递信息的工具,它开始有能力根据每个学生不同的学习节奏和风格,提供定制化的内容和路径。这正如我们常说的“因材施教”,在技术的帮助下,这个古老的教育理想,正变得前所未有的清晰和可能。
小撒
而且,我们面对的学生也完全不同了!现在的Z世代和阿尔法世代,他们是真正的“数字原住民”,一出生就被网络和智能设备包围。你跟他们说没有互联网的日子,他们可能觉得像是在听神话故事。这对教育提出了全新的要求。
卿姐
是的,他们习惯了即时获取信息,习惯了多媒体的视觉化表达,也更加看重多样性和包容性。同时,他们也面临着前所未有的心理健康挑战。教育需要适应他们的特点,用他们熟悉的方式去引导他们,比如更多地使用视觉化工具,采用更多元的教学方法。
小撒
所以,美国国家教育协会(NEA)就提出了“4C”技能,说传统的“3R”(读、写、算)已经不够用了。未来的核心能力是:批判性思维和解决问题的能力(Critical thinking)、沟通能力(Communication)、协作能力(Collaboration)以及创造与创新能力(Creativity)。这才是AI时代教育真正的“必修课”。
卿姐
然而,当AI这个强大的工具进入校园,它带来的并不仅仅是机遇,也引发了一场深刻的“冲突”。核心的矛盾,就集中在技术创新与学术诚信之间,宛如一场矛与盾的较量。
小撒
没错!这场较量已经进入白热化阶段。现在已经不是学生“会不会”用AI的问题了,而是学校“应该如何”应对。有数据显示,高达86%的美国学生已经在学习中使用AI了!这意味着,几乎每个学生,都在以某种方式与AI互动。问题是,这种互动,有多少是学习,又有多少是“走捷捷径”呢?
卿姐
这确实是一个令人担忧的现象。AI能够轻易地生成复杂的文章、解答难题,这让传统的作业和考试形式受到了巨大的冲击。有评论甚至称之为一场“学术诚信危机”。当学生可以绕过思考过程,直接获得答案时,学习的本质又在何处安放呢?
小撒
这就好比一场“军备竞赛”!学生们用AI写论文,老师们就用AI检测工具来查。但道高一尺,魔高一丈,学生们很快就学会了如何“反侦察”,比如用多个AI模型拼凑内容,甚至故意让AI制造一些小错误,让文章看起来更“像人写的”。这简直是现代版的“谍战片”。
卿姐
这种“猫鼠游戏”的背后,是教育者深深的忧虑。我们担心学生的批判性思维能力会因此而被削弱,担心算法中潜在的偏见会影响学生的价值观,还担心学生的个人隐私数据是否安全。这些问题,都像是悬在AI教育之上的“达摩克利斯之剑”。
小撒
而且,那些AI检测工具本身也并不可靠,有时候甚至会“冤枉好人”。单纯想用技术手段来解决技术带来的问题,看来是行不通的。那么,出路在哪里呢?是全面禁止,回到“刀耕火种”的笔试时代,还是有更好的办法?
卿姐
我想,关键在于“疏”而非“堵”。有观点提出,我们或许可以把AI辅助的“作弊”行为,转化为一次学习的机会。我们可以去引导学生,教他们如何恰当地使用AI来辅助学习,而不是代替思考,并让他们理解“原创”和“真实”的价值所在。
小撒
这个思路有意思!也就是说,我们承认AI的存在,但要给它“立规矩”。比如,在一些探索性的作业中,允许学生使用AI来激发灵感或整理资料,但必须明确标注,并最终体现出自己的理解和分析。但在期末考试这种总结性评估中,就严格禁止。
卿姐
正是如此。我们需要建立一种新的文化,一种重视诚实和努力的文化,即便是在新技术不断涌现的时代。这需要学校制定清晰的政策,并与学生、家长进行充分的沟通。让每个人都明白,技术是工具,而学习的真正主角,永远是学生自己。
卿姐
谈到AI带来的影响,我想,它最深刻的改变,可能就是教师角色的转变。在未来,教师可能不再仅仅是知识的传授者,而更多地将成为学生学习过程中的引导者、教练和陪伴者。这是一个充满挑战,也充满机遇的转变。
小撒
没错!有研究预测,现有技术,包括AI,可以自动化处理教师当前20%到40%的工作。这是什么概念?这意味着老师每周可以节省出大约13个小时!这13个小时,可以不用再去做那些重复性的行政工作,而是用来做更有价值的事情。
卿姐
比如,老师们可以花更多时间与学生进行一对一的深入交流,可以更好地设计个性化的学习方案,也可以与其他老师合作,共同研究教学方法。这些都将直接提升学生的学习成果和教师自身的职业满足感。技术,在这里扮演了一个“解放者”的角色。
小撒
但有趣的是,学生和老师对AI的热情似乎并不同步。一项2023年的调查发现,高达84%的老师认为AI对教学有积极影响,但只有35%的学生持相同看法。这中间的差距可不小啊!难道是“老师觉得你觉得”,但学生“自己不觉得”?
卿姐
这背后可能有多重原因。学生们或许更担心公平性问题,担心AI会拉大同学间的差距,或者让自己的努力贬值。有些学生也提到,像ChatGPT这样的工具生成的内容质量并不高,常常会出错。他们对于完全依赖AI,是持有警惕态度的。
小撒
确实,AI也不是万能的。它能提供数据分析,帮助老师了解学生的学习情况,比如哪些知识点掌握得不好。这就像给老师配上了一副“透视眼镜”,能更精准地发现问题,并进行干预。但最终的解决方案,还是需要老师的智慧和经验。
卿姐
是的,AI可以提供个性化的学习路径,让学生按照自己的节奏前进,这无疑能加深知识的理解和记忆。但它无法替代老师与学生之间温暖的情感连接。研究表明,良好的师生关系,尤其是对来自低收入家庭的学生而言,对他们的学习和成长至关重要。这一点,技术无法给予。
卿姐
展望未来,AI在教育领域的画卷正徐徐展开。它承诺的,是一个更加公平和个性化的教育未来,一个能够弥合学习鸿沟、支持教师成长、并为每个学生提供包容性学习环境的未来。这幅图景,令人心生向往。
小撒
没错,未来的趋势之一,就是“AI素养”将成为师生的必修课。就像我们当年学计算机基础一样,未来大家都要懂点AI。相关的能力模型已经出来了,强调“面向未来的思维”和“人机协作”能力。这听起来就很酷!
卿姐
是的,这意味着教育的重点,将从单纯的知识传授,转向如何与智能工具协作,共同解决复杂问题的能力培养。同时,我们看到越来越多的投入正在涌向教师培训,帮助他们更好地掌握和使用AI,消除他们的顾虑。
小撒
教师们的态度也在变化。一年前,还有近一半的老师觉得AI会把自己的工作搞得更复杂,现在这个比例已经降到了18%。这说明大家越来越接受AI这个“新同事”了。但话说回来,AI真的会取代老师吗?这恐怕是很多人最关心的问题。
卿姐
我想,答案是否定的。AI或许可以批改作业、规划课程,但它无法复制人类教师的那些宝贵特质。比如,激发学生的热情、营造积极的班级氛围、解决学生间的矛盾、以及那种充满同理心的指导和关怀。这些,才是教育真正的灵魂所在。AI应是良佐,而非主公。
小撒
说得太好了!总而言之,AI融入教育是大势所趋,它既带来了提高效率、实现个性化学习的巨大潜力,也伴随着关于学术诚信和思维能力培养的深刻挑战。
卿姐
是的,如何在这机遇与挑战之间找到平衡,将是未来教育最重要的课题。今天的讨论就到这里了。感谢你收听 Goose Pod,我们明天再会。

## The AI Takeover of Education Is Just Getting Started This article from **The Atlantic**, authored by **Lila Shroff**, explores the pervasive and accelerating integration of Artificial Intelligence (AI) into K-12 education, highlighting both its potential benefits and significant challenges. The news covers the period since the release of ChatGPT, with a particular focus on the current school year and future projections. ### Key Findings and Trends: * **Ubiquitous Student AI Use:** Students, particularly rising seniors, have grown up with AI tools like ChatGPT. While initially used for simple copy-pasting, students are now employing more sophisticated methods to evade plagiarism detectors, such as stitching together output from multiple AI models or intentionally introducing typos. AI is also being used for legitimate purposes like exam preparation, personalized study guides, practice tests, and assignment feedback. The article asserts that it's highly probable that most high schoolers are using chatbots for homework assistance, whether sanctioned or not. * **Educator AI Adoption:** Teachers are increasingly using AI in their own work to alleviate administrative burdens. * **Weekly Use:** Nearly **one-third of K–12 teachers** reported using AI at least weekly during the past school year. * **Time Savings:** Sally Hubbard, a sixth-grade math-and-science teacher, estimates AI saves her **5 to 10 hours each week** by assisting with assignment creation and curriculum supplementation. * **AI Tools for Educators:** Beyond general chatbots, specialized AI tools are emerging for educators. * **MagicSchool AI:** This platform is used by approximately **2.5 million teachers in the United States**, with the founder believing there's a user in "every school district in the country." It helps generate rubrics, worksheets, and report-card comments. * **District-Level AI Initiatives:** While some AI integration has been small-scale and instructor-driven, some school districts are adopting AI more broadly. * **Miami-Dade County Public Schools:** Initially banned chatbots, the district has since rolled out Google's Gemini chatbot to high-school classrooms for tasks like role-playing historical figures and providing tutoring. * **Iowa:** Made an AI-powered reading tutor available to all state elementary schools. * **School Counselor Shortages:** Chatbots are being used to fill gaps in school counselor availability. * **Disparities in AI Access and Permissiveness:** A study across 20 states in the South and Midwest found that rural and lower-income students were **least likely to report their schools permitting AI use**. * **Risks and Concerns:** * **Houston Independent School District (HISD):** Serves as a cautionary tale. The district's curriculum was reportedly "tainted with AI slop," including AI-generated art mimicking the Harlem Renaissance and error-laden worksheets with nonsensical questions. * **Government and Industry Support:** * **Executive Order:** President Donald Trump signed an executive order promoting AI use in classrooms to train teachers and ensure children gain AI expertise from an early age. * **Microsoft Pledges:** Microsoft committed **over $4 billion** to advance AI education across K-12, community colleges, and nonprofits. * **Teacher Union Partnership:** The American Federation of Teachers announced a **$23 million partnership** with Microsoft, OpenAI, and Anthropic. This partnership will launch a "National Academy for AI Instruction" in New York City this fall, with plans to expand nationally to reach **10 percent of U.S. teachers over the next five years**. ### Recommendations and Perspectives: * **Need for Evolution:** Education Secretary Miguel Cardona emphasizes that schools must evolve to avoid putting students at an international disadvantage. * **Pedagogical Adaptations:** Some classrooms are reintroducing traditional assessment methods like in-class essays, oral exams, and blue-book exams to counter AI-driven outsourcing of writing and thinking. * **The "Semantic Issue" of Cheating:** Alex Kotran, co-founder of the AI Education Project, suggests that whether students using AI for homework constitutes cheating is becoming a "semantic issue," given AI's efficiency-boosting nature. * **Finding a Middle Ground:** Kotran advocates for a balanced approach, suggesting that even if widespread AI use is inevitable, prioritizing immediate, extensive hands-on student interaction with AI might not be the best strategy, drawing an analogy to the early days of the iPhone. ### Conclusion: The article concludes that AI's integration into education is an irreversible reality. The choices schools make now regarding AI adoption will significantly shape its future role in students' lives and, by extension, the broader trajectory of AI development. The challenge lies in navigating this evolving landscape to enhance education without compromising fundamental learning and critical thinking skills.

The AI Takeover of Education Is Just Getting Started

Read original at The Atlantic

Rising seniors are the last class of students who remember high school before ChatGPT. But only just barely: OpenAI’s chatbot was released months into their freshman year. Ever since then, writing essays hasn’t required, well, writing. By the time these students graduate next spring, they will have completed almost four full years of AI high school.

Gone already are the days when using AI to write an essay meant copying and pasting its response verbatim. To evade plagiarism detectors, kids now stitch together output from multiple AI models, or ask chatbots to introduce typos to make the writing appear more human. The original ChatGPT allowed only text prompts.

Now students can upload images (“Please do these physics problems for me”) and entire documents (“How should I improve my essay based on this rubric?”). Not all of it is cheating. Kids are using AI for exam prep, generating personalized study guides and practice tests, and to get feedback before submitting assignments.

Still, if you are a parent of a high schooler who thinks your child isn’t using a chatbot for homework assistance—be it sanctioned or illicit—think again.Read: AI cheating is getting worseThe AI takeover of the classroom is just getting started. Plenty of educators are using AI in their own job, even if they may not love that chatbots give students new ways to cheat.

On top of the time they spend on actual instruction, teachers are stuck with a lot of administrative work: They design assignments to align with curricular standards, grade worksheets against preset rubrics, and fill out paperwork to support students with extra needs. Nearly a third of K–12 teachers say they used the technology at least weekly last school year.

Sally Hubbard, a sixth-grade math-and-science teacher in Sacramento, California, told me that AI saves her an average of five to 10 hours each week by helping her create assignments and supplement curricula. “If I spend all of that time creating, grading, researching,” she said, “then I don’t have as much energy to show up in person and make connections with kids.

”Beyond ChatGPT and other popular chatbots, educators are turning to AI tools that have been specifically designed for them. Using MagicSchool AI, instructors can upload course material and other relevant documents to generate rubrics, worksheets, and report-card comments. Roughly 2.5 million teachers in the United States currently use the platform: “We have reason to believe that there is a MagicSchool user in every school district in the country,” Adeel Khan, the company’s founder, told me.

I tried out the platform for myself: One tool generated a sixth-grade algebra problem about tickets for Taylor Swift’s Eras tour: “If the price increased at a constant rate, what was the slope (rate of change) in dollars per day?” Another, “Teacher Jokes,” was underwhelming. I asked for a joke on the Cold War for 11th graders: “Why did the Cold War never get hot?

” the bot wrote. “Because they couldn’t agree on a temperature!”So far, much AI experimentation in the classroom has been small-scale, driven by tech-enthusiastic instructors such as Hubbard. This spring, she fed her course material into an AI tool to produce a short podcast on thermodynamics. Her students then listened as invented hosts discussed the laws of energy transfer.

“The AI says something that doesn’t make sense,” she told her students. “See if you can listen for that.” But some school districts are going all in on AI. Miami’s public-school system, the third-largest in the country, initially banned the use of chatbots. Over the past year, the district reversed course, rolling out Google’s Gemini chatbot to high-school classrooms where teachers are now using it to role-play historical figures and provide students with tutoring and instant feedback on assignments.

Although AI initiatives at the district level target mostly middle- and high-school students, adults are also bringing the technology to the classrooms of younger children. This past year, Iowa made an AI-powered reading tutor available to all state elementary schools; elsewhere, chatbots are filling in for school-counselor shortages.

Read: The Gen Z lifestyle subsidyMany schools still have bans on AI tools. A recent study on how kids are using AI in 20 states across the South and Midwest found that rural and lower-income students were least likely to say their schools permit AI use. The Houston Independent School District (HISD) offers one case study in what can go wrong when AI enters the classroom.

This past school year, the district’s curricula were seemingly tainted with AI slop, according to parents. In February, eighth graders viewed a slideshow depicting AI-generated art mimicking the style of the Harlem Renaissance. According to an op-ed in the Houston Chronicle written by two HISD parents, students were also given error-laden worksheets (one, on transportation technology, depicted a mix between a car and a chariot that was pulled by a horse with three back legs) and inscrutable discussion questions (“What is the exclamation point(s) to something that surprised you,” one asked).

An HISD spokesperson told me that the Harlem Renaissance images were indeed AI-generated using Canva, a graphic-design tool; he was unable to confirm whether AI was used in the other examples.None of this is slowing AI’s rollout in schools. This spring, President Donald Trump signed an executive order promoting AI use in the classroom with the goal of training teachers to integrate “AI into all subject areas” so that kids gain an expertise in AI “from an early age.

” The White House’s push to incorporate AI in K–12 education has repeatedly emphasized public-private partnerships, a call that tech companies already appear to be embracing. Last month, Microsoft pledged to give more than $4 billion toward advancing AI education across K–12 schools, community and technical colleges, and nonprofits.

The same week as Microsoft’s announcement, the American Federation of Teachers, one of the country’s largest teachers unions, announced a $23 million partnership with Microsoft, OpenAI, and Anthropic. One of the partnership’s first efforts is a “National Academy for AI Instruction,” opening in New York City this fall, where instructors will learn how to use AI for generating lesson plans and other tasks.

The program then plans to expand nationally to reach 10 percent of U.S. teachers over the next five years.Schools are stuck in a really confusing place. Everyone seems to agree that education needs an upgrade for the AI era. “Our students right now are going to be put at a disadvantage internationally if we don’t evolve,” Miguel Cardona, Joe Biden’s education secretary, told me.

But no one seems to agree on what those changes should look like. Since ChatGPT’s release, the in-class essay, the oral exam, blue-book exams, and even cursive have all made something of a comeback in certain classrooms, in an effort to prevent students from outsourcing all their writing and thinking to AI.

At the same time, AI aims to make work more efficient—which is exactly what students are using it for. In that sense, whether kids using AI on their homework counts as cheating is “almost a semantic issue,” argues Alex Kotran, a co-founder of the AI Education Project, a nonprofit focused on AI literacy.

Of course, try telling that to a concerned parent.As Kotran points out, a middle ground exists between pretending students aren’t using AI and encouraging them to rely on it nonstop. “Even if you believe that everybody is going to be using AI in the future,” he told me, “it doesn’t necessarily follow that the top priority should be getting students hands-on right away.

” Imagine if in 2007, schools had decided that the best way to prepare kids for the future was to force every student to spend all day in front of an iPhone. No matter what teachers’, students’, and parents’ attitudes about AI in the classroom are, though, it’s a reality they have to deal with. The path that schools take from here has direct implications for the future of AI more generally.

The more reliant kids are on the technology now, the larger a role AI will play in their lives later. Once schools go all in, there’s no turning back.

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