Gemini – 社区黑料 America's Education News Source Sun, 14 Jun 2026 22:28:50 +0000 en-US hourly 1 https://wordpress.org/?v=6.7.2 /wp-content/uploads/2022/05/cropped-74_favicon-32x32.png Gemini – 社区黑料 32 32 Survey: Young People Turn to AI to Be 鈥楾heir Real, Unfiltered Selves鈥 /article/survey-young-people-turn-to-ai-to-be-their-real-unfiltered-selves/ Mon, 15 Jun 2026 10:30:00 +0000 /?post_type=article&p=1033920 Alison Lee still remembers the conversation that helped her see why young people turn to the safety of artificial intelligence for companionship and belonging. She was talking to a high school student and the girl told her, “Nobody dances at prom anymore.” 

A researcher at , a nonprofit focused on human connection in the age of AI, Lee asked: Why not?

In a word, the girl said: Instagram.

鈥淚f you try to dance at prom, you’re going to look stupid at some point,鈥 Lee recalled her saying. Eventually someone will pull out a phone and you鈥檒l end up on someone鈥檚 feed, seen by 鈥渢he entire school鈥 with mortifying results. Better just to play it safe. 

鈥淓verybody just goes to prom to look cute,鈥 the girl explained, 鈥渢ake a picture for the 鈥榞ram, eat and leave.鈥

Alison Lee

For Lee, who has spent years studying human belonging, that exchange unlocked an important, if unspoken, part of why AI holds such appeal. 鈥淲e’ve created this set of conditions where young people don’t feel like they have permission to be their real, unfiltered selves,鈥 she said in an interview. So they turn to AI, which is programmed to affirm them at every step.

from Lee and her colleagues offer this insight among others, painting a detailed portrait of how young people use AI and why. They surveyed 2,383 people ages 13 to 24 across the U.S. and found that for nearly half of them, AI has already reshaped their relationships in ways that are largely flying under the radar of parents, teachers and policymakers.

Among the findings:

  • Just 15% of young people are in relationships with 鈥減ersonified AI鈥 characters 鈥 but for about 45%, AI is already reshaping their real-life relationships;
  • 53% of young people say they set clear boundaries with AI, using it alongside 鈥 not instead of 鈥 human support;
  • 61% say parents rarely or never talk to them about AI, and 53% say the same about teachers;
  • Youth from low-income households are three times less likely as others to engage with AI, but they report greater feeling: 21% feel lonely often or all the time, compared to 6% of high-income youth; 57% feel like a burden to others, compared to 42%; and only 34% feel a strong sense of belonging at school, compared to 62%.

For the study, researchers sorted respondents into four broad clusters. About 28% rarely or never use AI, often out of ethical reasons or just disinterest. The largest group, 39%, uses AI primarily as a practical tool. They turn to chatbots such as Claude, ChatGPT and Google鈥檚 Gemini for homework and research, while keeping clear boundaries between AI and their emotional lives. 

Another 18% use AI for personal and relational support, such as venting about a tough day, seeking relationship advice and processing emotions. And 15% engage with AI characters and personas in more intimate, companion-like ways.

Within the four groups, researchers found nine variations that challenge the conventional wisdom around AI use. For instance, among those who use AI for emotional support were two very different groups. Rithm calls them 鈥淪ocial Processors鈥 and 鈥淧rivate Processors.鈥 While they may look similar from the outside 鈥 both say they have lots of friends and use AI to work through their emotions 鈥 surveys found that the Social Processors use AI as just one tool among many. The Private Processors, by contrast, use it as a substitute for real human interactions because they feel they can’t bring problems to those around them.

鈥淚 started using it once, I guess, I realized people got tired of me complaining about the same thing over and over again. And I didn’t want to keep burdening people about the same issue.鈥

24-year-old male participant of The Rithm Project’s study

That data point could hold the key to understanding problematic AI use, Lee and her colleagues said, challenging the idea that lonely teens with small social circles are most at risk of unhealthy AI dependence. The data suggest something else altogether, said Kashyap Rajesh, a rising junior at Cornell University who consulted on the report.

鈥淭he driver of risky AI use is not necessarily isolation,鈥 he said. 鈥淚t’s feeling like a burden [to others] 鈥 and that came through in the research.鈥 

The number of friends a young person has, the size of their social circle, how busy they are, whether they鈥檝e got family nearby and even their feelings of loneliness barely predict whether they鈥檒l fall into dependent AI use, he said. 鈥淲hat actually predicts it is specific feelings: Feeling like a burden to others, feeling like you can’t be your real self, feeling like there’s no one to turn to.鈥

Julia Freeland Fisher

Julia Freeland Fisher, a researcher at the Clayton Christensen Institute who advised on the study, said that finding should help start a different kind of conversation around AI. 鈥淏urdening one another is building reciprocity, which is how we maintain the social contract, how we maintain social cohesion,鈥 she said. That young people are increasingly bypassing this step should be alarming, she said.

鈥淎I companions wouldn’t be nearly so disruptive to human connection if we had a sturdier social fabric,鈥 said Fisher. 鈥淚t’s the weakness of our social fabric that makes these [findings] so worrisome, not necessarily the technology itself.鈥

鈥業t just keeps feeling easier than the alternative鈥

For Lee, the finding on being a burden reframes so much of our understanding about young people鈥檚 relationship to AI. Virtually every survey respondent reported a specific 鈥渞elational rupture鈥 or crisis that made them turn to the technology. 

One young woman’s first question to a chatbot was, “I didn’t get asked to Homecoming 鈥 am I unlovable?” Another: “I got into a huge fight with my best friend, and I don’t want to tell anybody else because I don’t want them to take sides, so I needed to ask AI.”

“Story after story after story,” Lee recalled, “of a very singular, acute, discrete moment when they really had a moment of need and needed somewhere to put it.”

Rajesh, the Cornell student, said the data reveal a steady shift in which perhaps millions of young people are quietly moving from letting AI help with homework to asking it to mediate their emotional lives.

鈥淭hey start off using it to help them write an essay, or help them prepare for their interview, or to study for an exam,鈥 he said. 鈥淎nd they’re like, ‘OK, damn, this is really good, this is really helpful.’ And eventually their interactions escalate.鈥

Kashyap Rajesh

The drift happens gradually, he said. AI helps draft an email or respond to a text. Next it鈥檚 helping to navigate a social situation. Before long it鈥檚 processing a breakup.

Rajesh, who鈥檚 studying information science and AI policy, said his own AI use crept up on him: He went from studying with Claude to creating personalized AI study guides to wondering if even attending class mattered. 

鈥淚 found that how many times I go to class and how actively I’m paying attention in class is actually not the biggest indicator of my understanding of the content or exam performance,鈥 he said. 鈥淚t’s actually just how much time I spend with Claude dissecting the lecture slides and building study guides that work for me.鈥

The report notes that because even productivity-focused platforms like ChatGPT, Gemini and Claude are engineered to interact with warmth and reassurance, what starts out as homework help or playful experimentation can evolve into a substitute for human interaction.

鈥淣obody wakes up and decides they want AI to be their emotional support system. It just keeps feeling easier than the alternative. And so by the time you notice it, the habit is already there.鈥

Kashyap Rajesh

What adults get wrong

Alongside the findings on AI use, researchers found that how adults talk about AI is also potentially problematic: Their conversations are almost always about academic integrity 鈥 cheating, plagiarism, source citation 鈥 and rarely about relationships.

Rajesh said adults should be asking directly whether young people are using AI to process emotions, to rehearse hard conversations and to get support when they鈥檙e struggling. 鈥淭hose are questions that signal to a young person that the adult knows this dimension exists and isn’t going to freak out about it 鈥 which is, I think, the prerequisite for any honest conversation happening at all.鈥

Michelle Culver, the Rithm Project鈥檚 founder and a co-author of the report, said young people tell researchers that when the topic is AI use, they’re 鈥渘avigating it alone.鈥 She suggested that adults approach the topic with 鈥渃uriosity鈥 rather than 鈥渏udgment or shaming.鈥 That could help both sides gain insight into each others鈥 struggles in the face of a technology that鈥檚 constantly challenging their reality.

Michelle Culver

In the same way that educators are worried that young people aren’t engaging in the 鈥減roductive struggle鈥 of learning academic content, Culver said, 鈥淲e similarly worry that young people might offload the relational work to AI and become ill-equipped to handle the very messy human friction of real relationships.鈥

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Exclusive: New Google Partnership a 鈥楽izable Investment鈥 in AI for Teachers /article/exclusive-new-google-partnership-a-sizable-investment-in-ai-for-teachers/ Mon, 23 Feb 2026 12:01:00 +0000 /?post_type=article&p=1028964 A top professional organization for teachers has inked a three-year deal with Google to offer AI training to 鈥渁ll six million K-12 teachers and higher education faculty鈥 in the U.S., an audacious undertaking by the tech giant that could reach millions of students and dwarf previous tech forays into education.

鈥淲hile Google’s been offering educational products for 20 years, this is a different moment for us,鈥 said Chris Phillips, Google鈥檚 vice president and general manager of education.


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He called the effort the largest for Google in two decades of working with teachers and students. Phillips didn鈥檛 immediately offer a price tag, but said it鈥檚 鈥渁 sizable investment.鈥

Chris Phillips

The training, offered through the ed tech-focused group , will include hands-on experience with Google’s Gemini and NotebookLM tools, offering certificates and digital badges.

鈥淲e have just heard so much feedback from teachers that are just saying, 鈥榃e are not prepared,鈥欌 said Richard Culatta, ISTE+ASCD鈥檚 CEO. 鈥溾榃e don’t have the training, we don’t have the background that we need for the realities of teaching in an AI world, both teaching in the classroom and also, secondarily, but equally as important, preparing students for the world that they’re going to be in.鈥欌

It鈥檚 the latest in a series of large-scale teacher training initiatives over the past few months. In July, the American Federation of Teachers, the nation’s second-largest teachers union, announced its own $23 million , partnering with Microsoft, OpenAI, and Anthropic to train up to 400,000 educators.

At the time, AFT President Randi Weingarten said the academy was a way to ensure that teachers, not technology, remain in control of the classroom.

But AFT’s partnership with OpenAI and Anthropic drew sharp criticism from educators and researchers, who questioned whether tech companies with products to sell and market share to protect are the right architects for teacher training. Education technology critic Audrey Watters called AFT’s academy 鈥渁 gigantic public experiment that no one has asked for,鈥 while ed tech analyst Alex Sarlin said tech companies were in a 鈥渓and-grab moment.鈥 

Microsoft has also launched its own community-based platform, Microsoft Elevate for Educators, offering free courses, live training sessions and credentials. 

Google itself in 2024 committed $25 million through its philanthropic arm to several nonprofits, including ISTE+ASCD, 4-H, and aiEDU, with particular attention to reaching underserved communities. Its goal at the time was to reach more than half a million K-12 and college students, as well as educators.

ISTE+ASCD 鈥 the group is a combination of two that merged in 2023 鈥 was the beneficiary of $10 million of the $25 million, saying it would collaborate with several other groups, including the National Education Association and the Computer Science Teachers Association.

Though Google has its own AI platform, Culatta insisted that the work won’t be about pushing specific tools, saying that kids need enduring AI skills as the tools change. 

Richard Culatta

In 2023 ISTE+ASCD introduced its own AI chatbot built on educator-focused content and trained solely on materials developed or approved by the organization. The chabot tapped into curated databases in a bid to give teachers routine access to high-quality research. 

In some ways, efforts like those of AFT and others reflect a lack of leadership at the federal level. The Trump administration, through an , has backed efforts to expand AI in schools, but has also eliminated the Office of Educational Technology, which long focused on making access to technology until Trump last spring.

Culatta, who ran the office under President Obama, said it鈥檚 important that organizations like ISTE+ASCD 鈥渟tep up when there are key needs that may not be filled at the federal level. And we just want to make sure that, regardless of where we would like some things to happen, at this point we just have to do all-hands-on-deck and make sure we’re supporting kids and teachers.鈥

鈥楳assive undertaking鈥 or waste of time?

The sheer scale of Monday鈥檚 announcement underscores how urgently educators see the need to learn about AI: RAND Corp. last spring found that the number of school districts training teachers on AI from 2023 to 2024, from 23% to 48%. Researchers predicted that as many as three-fourths of districts would be in the AI training business by the end of 2025. 

Robin Lake, director of the at Arizona State University, said the new partnership is 鈥渁 massive undertaking that is urgently needed right now. I hope it includes a research component so we can learn from it because much more is needed.鈥

Google鈥檚 Phillips said the company has 鈥渕ultiple arms of research happening all around the world鈥 and 鈥渨ill start to produce some of those and share them publicly where we’re doing studies鈥 in classrooms.

鈥淲e’ll see how the results land, but ultimately we want to improve learning outcomes,鈥 he said. 鈥淲e want to help change. We want to bend the curves on proficiency.鈥

Robin Lake (CRPE)

Lake, who has long urged schools to take AI readiness seriously, said school principals, district leaders and teachers-in-training 鈥渁lso need to be AI literate, as do students and families. We can鈥檛 rely only on private companies with an interest in AI products to fund and lead AI readiness.鈥

Others were more sharply critical of the new partnership.

Justin Reich, an associate professor of digital media at MIT and host of the podcast , said industry-sponsored professional development is, at its core, a 鈥渃ustomer acquisition鈥 campaign. Since ISTE+ASCD is historically both a membership-driven teacher organization and an industry trade association, he asked, 鈥淗ow can it be an honest broker to those two constituencies, while also launching an enormous initiative that privileges the products of one particular vendor?鈥

Google’s past educator certification programs, he said, 鈥渇ocused more on tool use and adoption than on learning,鈥 with no substantive evidence that improved student outcomes followed.

Phillips said its research is ongoing, but noted that its app is allowing students to self-pace lessons. 鈥淲here they struggle, they can dive deeper and learn more and get more up-to-date,鈥 he said. Among several unpublished findings, Phillips said, is one that found students spend more time on topics they鈥檙e struggling with and end up learning these topics more deeply. 

Culatta admitted that Google would of course like to see its products in the hands of teachers. But he said he and his colleagues 鈥渨ant to make sure that if there are products going to schools 鈥 and they already are 鈥 that they’re being used in ways that are really impactful.鈥

He added, 鈥淚f it was going to just be, 鈥楬ere’s how to use Gemini,鈥 Google actually doesn’t need us. We are coming in because Google is looking for somebody who can say, 鈥榃hat are really the best practices for learning with AI, not necessarily learning about AI?鈥欌

Google鈥檚 Phillips said teachers and students 鈥渃an choose other products in the market and so forth, but this program does come with using our products so that we can help teachers really get started, get going.鈥 

He noted a 鈥渟uper-generous free tier鈥 to make the tools widely accessible, and the training to use it. 鈥淏ut schools, districts, teachers themselves have choice, and I think that’s perfectly fine, but we want to play a role with not just providing tools, giving people access, but actually helping them apply it and use it鈥 to jumpstart 鈥渟afe, appropriate use of AI.鈥

Justin Reich

MIT鈥檚 Reich said his deeper concern is what he said is the near-total absence of evidence underlying AI professional development, either to teach educators how to use AI in their classrooms or simply to teach them how AI and large language models work.

鈥淟iterally no one on the planet understands how [AI] works,鈥 he said. 鈥淭he best computer scientists in the world cannot explain why LLMs generate plausible sounding text in a convincing theoretical framework.鈥

Reich recounted asking engineers at a Google DeepMind event in November whether they knew how to train junior engineers to use AI tools effectively in their work. 鈥淓very single person I talked to said, 鈥楴o,鈥欌 he said. 鈥淚f Google doesn’t know how to effectively use AI to write code, what is this business about teaching people AI literacy? We just don’t know.鈥

Benjamin Riley, a well-known AI skeptic who founded the think tank , was more blunt, casting the Google partnership as part of an ongoing process making ISTE+ASCD a 鈥渟hill鈥 for Big Tech.

鈥淚 admit I’m fascinated to see the major Big Tech companies competing so vigorously to control 鈥榯he education market,鈥欌 Riley said. 鈥淥penAI is giving away their premium model to teachers (until they won’t), and now Google is doing whatever this is.鈥

Benjamin Riley

In the past, Riley has questioned whether offering teachers and students skills such as 鈥淎I literacy鈥 and 鈥淎I readiness鈥 are effective, even as many others warn that they鈥檒l be essential.

鈥淚 guess I’d credit their clairvoyance a tad more if ISTE+ASCD had not claimed, as recently as just a few years ago, that 鈥榯he future鈥 would also demand that everyone . Oops!鈥

Riley, who also founded the cognitive science advocacy and research group , predicted that much of the training will end up wasting teachers’ time, Google’s money and ISTE+ASCD’s relevance. 

鈥淗uman beings have evolved to learn from each other in the context of our relationships. This is the superpower of our species, and the kids who’ve grown up in the past 20 years are increasingly disgusted by what tech has done to them personally, and society more broadly. They are not happy about the world we’ve given them, and their voices are growing ever louder.鈥

Culatta, for his part, said AI 鈥渋s not going away. Does learning happen with people connected with each other? Sure. It’s not the only way learning happens, but it’s a very important way. And we actually think AI can help make those human-to-human learning experiences much better.鈥

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