惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

博客园 - Franky
奇客Solidot–传递最新科技情报
奇客Solidot–传递最新科技情报
有赞技术团队
有赞技术团队
aimingoo的专栏
aimingoo的专栏
WordPress大学
WordPress大学
人人都是产品经理
人人都是产品经理
酷 壳 – CoolShell
酷 壳 – CoolShell
L
LangChain Blog
Blog — PlanetScale
Blog — PlanetScale
阮一峰的网络日志
阮一峰的网络日志
Microsoft Azure Blog
Microsoft Azure Blog
云风的 BLOG
云风的 BLOG
Google DeepMind News
Google DeepMind News
T
The Blog of Author Tim Ferriss
G
Google Developers Blog
Hugging Face - Blog
Hugging Face - Blog
Y
Y Combinator Blog
D
DataBreaches.Net
Engineering at Meta
Engineering at Meta
MyScale Blog
MyScale Blog
大猫的无限游戏
大猫的无限游戏
S
SegmentFault 最新的问题
The GitHub Blog
The GitHub Blog
Recent Announcements
Recent Announcements

Futurism

College Students Using AI to Cheat Are Going to Absurd Lengths to Avoid Detection AI School Hooking Children Up to Heart Monitor in Front of Class While Playing Critiques of Their Work Zohran Mamdani Bans AI for NYC Public School Students Up to Eighth Grade Mom Who Travels For Work Builds AI Clone of Herself to Keep Her Teenage Son Company The Results of Middle and High School Students Using AI Are Extremely Ominous Teachers Warn That Students Are Losing the Ability to Think as They Lean on AI for Everything Kentucky Middle School Sends Students Home on First Day of Class With AI-Generated Educational Materials Full of Inexcusable Hallucinations, Including a Map Labeled With "North Dahota" and "Olkchoma" College Kids Are Using AI Agents to "Take" Entire Online Classes for Them by Logging Directly Into the Course Management Software Homeschool Parents Are Planning Lessons With ChatGPT, Which Will Churn Out Anti-Evolution Curriculums With No Pushback Mark Zuckerberg's Wife Shuts Down School for the Disadvantaged Professor Hides White Font in Midterm, Catches Students Using AI in the Stupidest Way Possible Computer Science Enrollment Now Declining Under Dark Cloud of AI Law School Bans Laptops and Phones as AI Cheating Scandal Grows Rich People Can Afford Good Education for Their Kids. They're Raising Them on AI Slop Anyways. College Students Are Testing at the Level of 10-Year-Olds Boys Are So Unprepared by the Education System That They're Hitting High School Unable to Read Anything More Challenging That a Children's Book College Students Consumed by "Resignation and Despair" as They're Relentlessly Pressured to Use AI Student Reading Ability Spikes After Removing Tech From Class Prime Minister of the UK Vows to Unleash AI Tutors on 450,000 Poor Children College Students Are Rapidly Losing the Ability to Read College Professors Say Incoming Students No Longer Understand Middle School Math and Science Major Teachers Union Pleads With Elementary Schools to Stop Giving Young Kids AI Take-No-Prisoners Professor Will Fail Any Student Who Uses AI Parents Explode in Fury at School’s Plan to Constantly Film Their Children to Train AI Grade Inflation Is Going Nuts as Every Student Is Basically Submitting the Same Essay Trump Says a New Drug Can Bring Dead People Back to Life A Major Paper Claiming AI Is Good for Students Just Got Retracted, Which Is Very Bad News for Advocates of AI in the Classroom Bosses Horrified as “AI Native” College Graduates Hit the Workplace Huge Analysis Finds That the Average Person Is Getting Absolutely Hosed on Polymarket AI-Powered High School Scrapped After Protests Erupt Against It
Scientists Gave 12-Year-Olds Access to an AI Tutor and Yo...
Victor Tangermann · 2026-08-29 · via Futurism

Boy has fun with computer at home.

Shutterstock

Sign up to see the future, today

Can’t-miss innovations from the bleeding edge of science and tech

Advocates for the use of AI in the classroom have long argued that the tech could supercharge learning, giving the current generation of students a major leg up as they get ready to enter a nearly unrecognizable work force.

But reality has long struggled to keep up with those lofty visions. Educators have watched in horror as students in the AI era struggle to read long documents, complete their homework without the use of a chatbot, or pass in-person exams. Meanwhile, early claims that tools like OpenAI’s ChatGPT could have positive impact on learning performance are being retracted wholesale.

In an intriguing new wrinkle for the debate, young students appear to be rejecting AI tutors outright. Scientists spent two years offering use of the Khan Academy’s Khanmigo generative AI tutor to students across 18 Tennessee middle schools, as detailed in a new paper. The tool was meant to be used during the school day, and was directed not to give up correct answers in order to slowly guide students through the learning process.

The results probably won’t be shocking to anyone familiar with rebellious 12-year-olds. In practice, the students mostly ignored the tool — and when they did use it, it wasn’t for anything to do with their schooling. Instead of using Khanmigo to seek help during their online lessons, most students sent the chatbot off-topic messages, messing with it to test its limits. Many also tried to coerce it into giving up correct answers.

Students peppered the chatbot with unrelated prompts, like “can you write an essay about the history of pizza?” or asking it to “say a joke.”

“Access was nearly universal but engagement was thin,” the researchers wrote. “It may be that human attention is the key ingredient for realizing the full benefits of personalized learning.”

The findings once again highlight the importance of human tutoring in the age of AI as companies and school systems continue to shoehorn the tech into textbooks, curriculums, and other aspects of student life.

“If a keen, engaged student wants to use the technology as a good tutor, it’s ready to go,” coauthor and University of Toronto researcher Philip Oreopoulos told education publication Chalkbeat. “The issue is that most students don’t use it that way.”

“What this has put in huge spotlight — not that it’s a shock to educators — is how much motivation matters,” Khan Academy CEO Sal Khan told Chalkbeat.

The researchers did find that students using Khanmigo progressed faster in math when compared to a control group that didn’t use the AI. However, whether that’s enough to justify the use of AI chatbots in the classroom is debatable at best.

The results of the study echo other findings. Earlier this month, researchers at Stanford concluded that AI wasn’t a fix-all. Their takeaway: the tech won’t succeed without human guidance.

“The effectiveness of AI-led tutoring depends as much on integration, such as by teachers in classrooms or parents at home, as on the quality of the software itself,” the researchers found.

“The strongest results so far come from AI tools built for the human tutors, not the students,” a summary of the Stanford-led research reads.

It’s a precarious balance between giving students enough space to engage with their learning material while providing enough of a push via human educators. An AI chatbot alone isn’t going to succeed at teasing out that balance any time soon, the evidence suggests.

“The same technology that can be used as a good tutor, can also be used to make your life easier,” Oreopoulos told Chalkbeat. “But making your life easier equals less effort, less learning.”

More on AI and education: The Results of Middle and High School Students Using AI Are Extremely Ominous