Tech
How to ensure youth, parents, educators and tech companies are on the same page on AI
Artificial intelligence is now part of everyday life. It’s in our phones, schools and homes. For young people, AI shapes how they learn, connect and express themselves. But it also raises real concerns about privacy, fairness and control.
AI systems often promise personalization and convenience. But behind the scenes, they collect vast amounts of personal data, make predictions and influence behavior, without clear rules or consent.
This is especially troubling for youth, who are often left out of conversations about how AI systems are built and governed.
Concerns about privacy
My research team conducted national research and heard from youth aged 16 to 19 who use AI daily—on social media, in classrooms and in online games.
They told us they want the benefits of AI, but not at the cost of their privacy. While they value tailored content and smart recommendations, they feel uneasy about what happens to their data.
Many expressed concern about who owns their information, how it is used and whether they can ever take it back. They are frustrated by long privacy policies, hidden settings and the sense that you need to be a tech expert just to protect yourself.
As one participant said, “I am mainly concerned about what data is being taken and how it is used. We often aren’t informed clearly.”
Uncomfortable sharing their data
Young people were the most uncomfortable group when it came to sharing personal data with AI. Even when they got something in return, like convenience or customization, they didn’t trust what would happen next. Many worried about being watched, tracked or categorized in ways they can’t see.
This goes beyond technical risks. It’s about how it feels to be constantly analyzed and predicted by systems you can’t question or understand.
AI doesn’t just collect data, it draws conclusions, shapes online experiences, and influences choices. That can feel like manipulation.
Parents and teachers are concerned
Adults (educators and parents) in our study shared similar concerns. They want better safeguards and stronger rules.
But many admitted they struggle to keep up with how fast AI is moving. They often don’t feel confident helping youth make smart choices about data and privacy.
Some saw this as a gap in digital education. Others pointed to the need for plain-language explanations and more transparency from the tech companies that build and deploy AI systems.
Professionals focus on tools, not people
The study found AI professionals approach these challenges differently. They think about privacy in technical terms such as encryption, data minimization and compliance.
While these are important, they don’t always align with what youth and educators care about: trust, control and the right to understand what’s going on.
Companies often see privacy as a trade-off for innovation. They value efficiency and performance and tend to trust technical solutions over user input. That can leave out key concerns from the people most affected, especially young users.
Power and control lie elsewhere
AI professionals, parents and educators influence how AI is used. But the biggest decisions happen elsewhere. Powerful tech companies design most digital platforms and decide what data is collected, how systems work and what choices users see.
Even when professionals push for safer practices, they work within systems they did not build. Weak privacy laws and limited enforcement mean that control over data and design stays with a few companies.
This makes transparency and holding platforms accountable even more difficult.
What’s missing? A shared understanding
Right now, youth, parents, educators and tech companies are not on the same page. Young people want control, parents want protection and professionals want scalability.
These goals often clash, and without a shared vision, privacy rules are inconsistent, hard to enforce or simply ignored.
Our research shows that ethical AI governance can’t be solved by one group alone. We need to bring youth, families, educators and experts together to shape the future of AI.
The PEA-AI model
To guide this process, we developed a framework called PEA-AI: Privacy–Ethics Alignment in Artificial Intelligence. It helps identify where values collide and how to move forward. The model highlights four key tensions:
- Control versus trust: Youth want autonomy. Developers want reliability. We need systems that support both.
- Transparency versus perception: What counts as “clear” to experts often feels confusing to users.
- Parental oversight versus youth voice: Policies must balance protection with respect for youth agency.
- Education versus awareness gaps: We can’t expect youth to make informed choices without better tools and support.
What can be done?
Our research points to six practical steps:
- Simplify consent. Use short, visual, plain-language forms. Let youth update settings regularly.
- Design for privacy. Minimize data collection. Make dashboards that show users what’s being stored.
- Explain the systems. Provide clear, non-technical explanations of how AI works, especially when used in schools.
- Hold systems accountable. Run audits, allow feedback and create ways for users to report harm.
- Teach privacy. Bring AI literacy into classrooms. Train teachers and involve parents.
- Share power. Include youth in tech policy decisions. Build systems with them, not just for them.
AI can be a powerful tool for learning and connection, but it must be built with care. Right now, our research suggests young people don’t feel in control of how AI sees them, uses their data or shapes their world.
Ethical AI starts with listening. If we want digital systems to be fair, safe and trusted, we must give youth a seat at the table and treat their voices as essential, not optional.
This article is republished from The Conversation under a Creative Commons license. Read the original article.
Citation:
How to ensure youth, parents, educators and tech companies are on the same page on AI (2025, October 23)
retrieved 24 October 2025
from https://techxplore.com/news/2025-10-youth-parents-tech-companies-page.html
This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.
Tech
AMD CEO Lisa Su Isn’t Afraid of the Competition
Michael Calore: Recording works.
Lauren Goode: Recording. Yeah.
Michael Calore: Yeah. It’s like when people say, let me film that. You’re not actually filming anything. You’re shooting a digital video.
Lauren Goode: So then if you have a video podcast, are you shooting the podcast? What do you say? Do you say taping, then?
Michael Calore: I think you say recording because it just—
Lauren Goode: Recording the pod.
Michael Calore: Yeah.
Lauren Goode: We’re recording the pod.
Michael Calore: It covers all the bases.
Lauren Goode: We’re capturing it.
Michael Calore: That’s what we’re doing.
Lauren Goode: We’re sublimating it. All right. Well, should we record this pod?
Michael Calore: I would like to, yes.
Lauren Goode: Let’s do it.
Michael Calore: Honestly, I’m still recovering from last week’s Big Interview event. My throat is still feeling a little bit raw, even though it’s been like four or five days.
Lauren Goode: You sound delightful to me.
Michael Calore: Thank you.
Lauren Goode: But that really was an epic event.
Michael Calore: It was.
Lauren Goode: Yeah.
Michael Calore: You were on stage.
Lauren Goode: I was. I was first up in the morning. Katie, our boss, gave the intro to the conference and then it was me and Lisa Su, the CEO of AMD. And not only was it a really interesting conversation, but then I was done for the day. I didn’t have to do any more interviews after that. And I just got to listen and absorb, and there were some other really great talks.
Michael Calore: There were, yes. And we’re going to talk through some of them. We’re also going to listen to your conversation with Lisa Su, and then we’ll talk about it, and we’ll take listeners behind the scenes of The Big Interview.
Tech
Why SpaceX Is Finally Gearing Up to Go Public
SpaceX is planning to raise tens of billions of dollars through an initial public offering next year, multiple outlets have reported, and Ars can confirm. This represents a major change in thinking from the world’s leading space company and its founder, Elon Musk.
The Wall Street Journal and The Information first reported about a possible IPO last Friday, and Bloomberg followed that up on Tuesday evening with a report suggesting the company would target a $1.5 trillion valuation. This would allow SpaceX to raise in excess of $30 billion.
This is an enormous amount of funding. The largest IPO in history occurred in 2019, when the state-owned Saudi Arabian oil company began public trading as Aramco and raised $29 billion. In terms of revenue, Aramco is a top-five company in the world.
Now SpaceX is poised to potentially match or exceed this value. That SpaceX would be attractive to public investors is not a surprise—it’s the world’s dominant space company in launch, space-based communications, and much more. For investors seeking unlimited growth, space is the final frontier.
But why would Musk take SpaceX public now, at a time when the company’s revenues are surging thanks to the growth of the Starlink Internet constellation? The decision is surprising because Musk has, for so long, resisted going public with SpaceX. He has not enjoyed the public scrutiny of Tesla, and feared that shareholder desires for financial return were not consistent with his ultimate goal of settling Mars.
Data Centers
Ars spoke with multiple people familiar with Musk and his thinking to understand why he would want to take SpaceX public.
A significant shift in recent years has been the rise of artificial intelligence, which Musk has been involved in since 2015, when he cofounded OpenAI. He later had a falling out with his cofounders and started his own company, xAI, in 2023. At Tesla, he has been pushing smart-driving technology forward and more recently focused on robotics. Musk sees a convergence of these technologies in the near future, which he believes will profoundly change civilization.
Raising large amounts of money in the next 18 months would allow Musk to have significant capital to deploy at SpaceX as he influences and partakes in this convergence of technology.
How can SpaceX play in this space? In the near term, the company plans to develop a modified version of the Starlink satellite to serve as a foundation for building data centers in space. Musk said as much on the social media network he owns, X, in late October: “SpaceX will be doing this.”
Tech
We Found the Permanent Outdoor Lights Worth Putting on Your Home
Weatherproofing. Every model needs a weatherproof rating to survive outside, so if you don’t see one, don’t buy it. There’s usually a lower rating for the control box compared to the rest of the lights, so be sure you can put that somewhere that’s a little less exposed to the elements. (As mentioned above, make sure you have an outdoor outlet, and check if there’s only one on a certain side of your home in case it limits your installation options.)
A range of installation options. You’ll want a set that comes with plenty of options for your own installation, including adhesive and drilled mounting options. What you need will vary based on your home design and materials; e.g., you’ll want adhesive for homes you can’t drill into. WIRED reviewer Kat Merck, who tested a couple different permanent lights, especially liked sets that had holders you screw onto your home that the puck-style permanent lights can slide onto.
Controls for individual lights. This should be a no-brainer, but some cheaper lights won’t give you this ability or have more roadblocks for customized control. Make sure you’ll have easy individual controls, or you might find yourself frustrated with the design results of these lights. It’s similar to design controls that you’d see on smart bulbs and smart string lights.
A great app. This goes hand in hand with the need for individual light control—a good app determines whether that and other features are accessible. Govee and Eufy, two of our favorite permanent outdoor lights we’ve tried, both have good apps that are easy to use and come with preloaded designs. These tech companies make more than just outdoor lights and make other favorite gear of ours, so they’re a good brand to trust to make a usable product and app. We also like Lepro’s more affordable lights, though the app had some extra hoops to jump through to get to controls, while Lumary’s app was a brutal experience for our tester.
Our Favorite Permanent Outdoor Lights
We’ve tested a handful of permanent lights on different homes, and have a few clear favorites. These options are all ones we recommend, provided your home exterior meets the constraints mentioned above.
This model from Govee has been one of our top picks in our smart Christmas lights review for a reason, and it’s still one of our favorite models at this price point for everything you’ll get with it. WIRED reviewer Simon Hill tested the 100-foot string that came with six sections, plus an extension code. He used adhesive and screw clips to secure the light pucks and cables, and found installation easy. This is a set that you can cut and splice, but he says that isn’t a task for the faint of heart. It has an IP67 rating, and an IP65 rating for the control box. The busy companion app has everything you could want within it: color controls, tons of Scenes (Govee’s lighting effects), scheduling abilities, and even a music sync option (though that felt a little gimmicky). There’s Matter support, and Govee can connect to Alexa and Google’s ecosystems for voice control. Simon says he’d like these lights to be closer together and the design to be a little more subtle, as you can see the cords pretty easily.
WIRED reviewer Kat Merck has tested two different sets of permanent outdoor lights on her home, and Eufy’s S4, incorporating RGB with both warm and cool whites, is by far her favorite. She’s found the app incredibly easy to navigate and find the features she wants, from preset holiday scenes (120!) and colors to schedules and brightness adjustments. There’s even an AI feature that lets you create customized light shows based on moods and scenarios. They were relatively easy to install on her home, which has nonstandard architectural features, as this set has extensions and can be cut and spliced. She says the lights aren’t quite as bright as the Lumary Max set below, but the brightness is adjustable. There’s also a radar motion sensor included, which she’s still testing. The Eufy S4 set also works with the Matter protocol, so it will work with Apple, Google, and Alexa’s smart home ecosystems. It’s got a waterproof rating of IP67 like the Govee set above.
Cync, which comes from appliance maker GE, makes affordable smart bulbs and other smart lights I like, so it’s not a huge surprise that I also liked the brand’s Smart Eave Lights. They were easy to install with 3M sticky strips already installed on the individual lights, and since my eaves are out of safe reach on my townhouse, I used the lights on my balcony railing with great success. One piece of the 100-foot set (it comes with four strings, plus an extension) was the perfect length to loop around my 9-foot-long railing. The set quickly connected to the Cync app, and the power cord is nice and long to make it easy to reach wherever your power outlet is. It has a waterproof rating of IP65.
If You Can’t Install Permanent Outdoor Lights
Not every home is a good fit for these types of lights. I haven’t yet found a permanent light set that works with my home, so here’s what I’ve used instead for a similar result.
These lights are photographed on a tree, but they have a weatherproof rating of IP44 (for both the lights and the power supply) to be used outside. I love how much you can customize these lights. You’ll use the app to take a photo of however you’ve set up your lights, whether that’s around the tree, around your balcony’s railing, or along the front of your house, and then you’ll be able to customize the lights and pattern based on how you arranged it. There are tons of fun light designs already in the app, and you can make your own. It’s a good option if you can only do string lights but want smart capabilities. These lights are also compatible with Amazon’s, Google’s, and Apple’s ecosystems. Twinkly also makes an icicle-style smart light string ($110), which I love using outside too; they’re currently hanging above my garage door.
More Outdoor Lights We’ve Tested
- Cync Outdoor Light Strip for $154: I was really hoping this would be a good solution for outdoor lights for my balcony, but this light strip is heavy and tall, and better designed to use to line a yard versus sticking onto the side of a railing. It comes with grass stakes to line it.
- Lepro’s E1 AI for $153 (50 ft): These permanent outdoor lights are completely sold out right now, but they are another more affordable option. However, they aren’t as cheap as Cync and you will have to get around the app’s AI to really get the most out of it.
- Lumary Outdoor Permanent Lights Max ($260 for 105 ft.): Lumary’s lights were frustrating and limiting for our tester. The app wasn’t intuitive or easy to use, and our tester actually had to have the power box replaced after she tried to connect the lights to a different phone. She liked how bright the lights were, and the fact there’s a physical remote, but the app, power box shutdown, and installation limitations compared with other sets (no splicing ability, installation recommended from the left) make this one we’d skip. Lumary has since released an updated version of its outdoor permanent lights, the Permanent Outdoor Lights 2, which includes a completely redesigned app, including the addition of custom-scene saving, but we haven’t tested them yet.
FAQs
What Are the Cons of Permanent Christmas Lights?
The only real downside to permanent Christmas lights, or permanent outdoor lights of any kind, is the cost. These sets usually cost significantly more than a light string, even the smart ones. That’s because they’re designed to last longer on your home, and the more expensive sets allow you to cut and splice the cords to perfectly fit your home instead of dangling strings and extra lights. It’s an investment, but one you can enjoy year-round.
Are Permanent Outdoor Lights Worth It?
Yes, because you’ll install them once and be good to go with every holiday in your future: Christmas! Halloween! Your fave sports team headed to a big championship match! Your kid’s graduation (or your own)! Similar to how smart bulbs can give you so many options inside your home, the possibilities are endless and something you’ll be able to use and enjoy year-round.
How Does WIRED Test Permanent Outdoor Lights? What Happens When We’re Done Testing?
WIRED tests permanent outdoor lights on the homes of our reviewers. We’ve tested these lights on three different homes in separate areas with serious weather: Washington state, Missouri, and Scotland. We’ve also tested a set in the more mild climate of Southern California. We install these on the homes themselves and leave them up for at least a few weeks, if not months and years (depending on performance), to see how they hold up. Our picks remain on our homes for long-term testing, as these lights are supposed to be permanent, and used sets are safely disposed of.
Power up with unlimited access to WIRED. Get best-in-class reporting and exclusive subscriber content that’s too important to ignore. Subscribe Today.
-
Politics6 days agoThailand launches air strikes against Cambodian military: army
-
Sports1 week agoAustralia take control of second Ashes Test | The Express Tribune
-
Politics7 days ago17 found dead in migrant vessel off Crete: coastguard
-
Fashion5 days agoGermany’s LuxExperience appoints Francis Belin as new CEO of Mytheresa
-
Tech1 week agoWIRED Roundup: DOGE Isn’t Dead, Facebook Dating Is Real, and Amazon’s AI Ambitions
-
Politics6 days agoZelenskiy says Ukraine’s peace talks with US constructive but not easy
-
Business1 week agoNetflix to buy Warner Bros. film and streaming assets in $72 billion deal
-
Politics1 week agoIndia and Russia set for major trade discussions today

