
What we learned the last time we put AI in a Barbie
is a senior technology correspondent at Vox and author of the User Friendly newsletter. He's spent 15 years covering the intersection of technology, culture, and politics at places like The Atlantic, Gizmodo, and Vice.
The first big Christmas gift I remember getting was an animatronic bear named Teddy Ruxpin. Thanks to a cassette tape hidden in his belly, he could talk, his eyes and mouth moving in a famously creepy way. Later that winter, when I was sick with a fever, I hallucinated that the toy came alive and attacked me. I never saw Teddy again after that.
These days, toys can do a lot more than tell pre-recorded stories. So-called smart toys, many of which are internet-connected, are a $20 billion business, and increasingly, they're artificially intelligent. Mattel and OpenAI announced a partnership last week to 'bring the magic of AI to age-appropriate play experiences with an emphasis on innovation, privacy, and safety.' They're planning to announce their first product later this year. It's unclear what this might entail: maybe it's Barbies that can gossip with you or a self-driving Hot Wheels or something we haven't even dreamed up yet.
All of this makes me nervous as a young parent. I already knew that generative AI was invading classrooms and filling the internet with slop, but I wasn't expecting it to take over the toy aisle so soon. After all, we're already struggling to figure out how to manage our kids' relationship with the technology in their lives, from screen time to the uncanny videos made to trick YouTube's algorithm. As it seeps further into our society, a growing number of people are using AI without even realizing it. So you can't blame me for being anxious about how children might encounter the technology in unexpected ways.
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AI-powered toys are not as new as you might think. They're not even new for Mattel. A decade ago, the toy giant released Hello Barbie, an internet-connected doll that listened to kids and used AI to respond (think Siri, not ChatGPT). It was essentially the same concept as Teddy Ruxpin except with a lot of digital vulnerabilities. Naturally, security researchers took notice and hacked Hello Barbie, revealing that bad actors could steal personal information or eavesdrop on conversations children were having with the doll. Mattel discontinued the doll in 2017. Hello Barbie later made an appearance in the Barbie movie alongside other poor toy choices like Sugar Daddy Ken and Pregnant Midge.
Despite this cautionary tale, companies keep trying to make talking AI toys a thing. One more recent example comes from the mind of Grimes, of all people. Inspired by the son she shares with Elon Musk, the musician teamed up with a company called Curio to create a stuffed rocket ship named Grok. The embodied chatbot is supposed to learn about whomever is playing with it and become a personalized companion. In real life, Grok is frustratingly dumb, according to Katie Arnold-Ratliff, a mom and writer who chronicled her son's experience with the toy in New York magazine last year.
'What captures the hearts and minds of young children is often what they create for themselves with the inanimate artifacts.'
'When it started remembering things about my kid, and speaking back to him, he was amazed,' Arnold-Ratliff told me this week. 'That awe very quickly dissipated once it was like, why are you talking about this completely unrelated thing.'
Grok is still somewhere in their house, she said, but it has been turned off for quite some time. It turns out Arnold-Ratliff's son is more interested in inanimate objects that he can make come alive with his imagination. Sure, he'll play Mario on his Nintendo Switch for long stretches of time, but afterward, he'll draw his own worlds on paper. He'll even create digital versions of new levels on Super Mario Maker but get frustrated when the software can't keep up with his imagination.
This is a miraculous paradox when it comes to kids and certain tech-powered toys. Although an adult might think that, for instance, AI could prompt kids to think about play in new ways or become an innovative new imaginary friend, kids tend to prefer imagining on their own terms. That's according to Naomi Aguiar, PhD, a researcher at Oregon State University who studies how children form relationships with AI chatbots.
'There's nothing wrong with children's imaginations. They work fine,' Aguiar said. 'What captures the hearts and minds of young children is often what they create for themselves with the inanimate artifacts.'
Aguiar did concede that AI can be a powerful educational tool for kids, especially for those who don't have access to resources or who may be on the spectrum. 'If we focus on solutions to specific problems and train the models to do that, it could open up a lot of opportunities,' she told me. Putting AI in a Barbie, however, is not solving a particular problem.
None of this means that I'm allergic to the concept of tech-centric toys for kids. Quite the opposite, in fact. Ahead of the Mattel-OpenAI announcement, I'd started researching toys my kid might like that incorporated some technology — enough to make them especially interesting and engaging — but stopped short of triggering dystopian nightmares. Much to my surprise, what I found was something of a mashup between completely inanimate objects and that terrifying Teddy Ruxpin.
One of these toys is called a Toniebox, a screen-free audio player with little figurines called Tonies that you put atop the box to unlock content — namely songs, stories, and so forth. Licenses abound, so you can buy a Tonie that corresponds with pretty much any popular kids character, like Disney princesses or Paddington Bear. There are also so-called Creative Tonies that allow you to upload your own audio. For instance, you could ostensibly have a stand-in for a grandparent to enable story time, even if Grandma and Grandpa are not physically there. The whole experience is mediated with an app that the kid never needs to see.
There's also the Yoto Player and the Yoto Mini, which are similar to the Toniebox but use cards instead of figurines and have a very low-resolution display that can show a clock or a pixelated character. Because it has that display, kids can also create custom icons to show up when they record their own content onto a card. Yoto has been beta-testing an AI-powered story generator, which is designed for parents to create custom stories for their kids.
If those audio players are geared toward story time, a company called Nex makes a video game console for playtime. It's called Nex Playground, and kids use their movements to control it. This happens thanks to a camera equipped with machine-learning capabilities to recognize your movements and expressions. So imagine playing Wii Sports, but instead of throwing the Nintendo controller through your TV screen when you're trying to bowl, you make the bowling motion to play the game.
Nex makes most of its games in-house, and all of the computation needed for its gameplay happens on the device itself. That means there's no data being collected or sent to the cloud. Once you download a game, you don't even have to be online to play it.
'We envision toys that can just grow in a way where they become a new way to interact with technology for kids and evolve into something that's much deeper, much more meaningful for families,' David Lee, CEO of Nex, said when I asked him about the future of toys.
It will be a few more years before I have to worry about my kid's interactions with a video game console, much less an AI-powered Barbie — and certainly not Teddy Ruxpin. But she loves her Toniebox. She talks to the figurines and lines them up alongside each other, like a little posse. I have no idea what she's imagining them saying back. In a way, that's the point.
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"Data used for some of our business operations like order fulfillment and performance analytics as well as the use of 'cookies' on our and websites may constitute the 'sale' of 'personal information' under a conservative reading of the California law," a CommScope representative says. There's some nuance to that "yes" on the question of whether or not the company sells data, especially since things like order fulfillments and cookies on CommScope's website don't directly relate to the use of CommScope home networking hardware. Still, it's noteworthy that the company acknowledges that some of its practices may constitute a sale under California law when the majority of the manufacturers I looked at did not. "We can say that we do not sell data collected from the modems nor is that data used for marketing purposes by CommScope," the company added. "But where modems are ordered from us directly or where we provide customer support, that information is 'sold' (our read of the California law) only as part of filling that order and providing those services. "Where we supply modems/gateways to service providers, they control their own privacy policy controls," the company added. People in California have the right to tell CommScope not to sell their data on this website, but CommScope says that it "reserves the right to take a different approach" when responding to requests from users who live elsewhere. Meanwhile, TP-Link tells CNET that it does not sell its users' personal data and that none of the data collected by its routers are used for marketing at all. Still, the company's privacy policy appears to create wiggle room on the topic: "We will not sell your personal information unless you give us permission. However, California law defines 'sale' broadly in such a way that the term sale may include using targeted advertising on the Products or Services, or how third party services are used on our Products and Services." Enlarge Image Motorola router users can find a clear option for opting out of data collection in the settings section of the Motosync app used to manage their device. Screenshot by Ry Crist/CNET Can I opt out of data collection altogether? With some manufacturers, the answer is yes. With others, you can request to view or delete the data that's been collected about you. Regardless of the specifics, some manufacturers do a better job than others of presenting clear, helpful options for managing your privacy. The best approach is to give people an easy-to-locate option for submitting an opt-out request. Minim, the company that manages Motorola's home networking software, is a good example. Head to the settings section of the company's Motosync app for routers like the Motorola MH7603, and you'll find a clear option for opting out of data collection altogether. Asus offers a similar option, telling CNET, "users can opt out or withdraw consent for data collection in our router setting interface at any time by clicking the "withdraw" button." Unfortunately, that approach is more exception than norm. The majority of manufacturers I looked into make no mention of opting out of data collection within their respective apps or web platforms, choosing instead to process opt-out and deletion requests via email or web form. Usually, you'll find those links and addresses in the company's privacy policy -- typically buried towards the end, where few are likely to find them. That's the case with Netgear. Pursuant to Apple's policies, the company discloses its data collection during setup on iOS devices, complete with options for opting out, but there's no way to opt out in the app after that. Android users, meanwhile, get no option to opt out at all. "From the Android app (or iOS), a user can go to About > Privacy Policy and click on the web form link in Section 13 to delete their personal data," a Netgear spokesperson said. "We will look into making this option less hidden in the future." Other manufacturers, including D-Link and TP-Link, don't offer a direct means of opting out of data collection, but instead, instruct privacy-conscious folks on how to opt out of targeted advertising via Google, Facebook or Amazon, or to install blanket Do Not Track cookies offered by self-regulatory marketing industry groups like the Digital Advertising Alliance and the Network Advertising Alliance. That's better than nothing, but a direct means of opting out would make for a better approach -- especially since some companies might not make use of Do Not Track signals like those. "At this time, TP-Link does not honor Do Not Track signals," the company's privacy policy states. Enlarge Image Sections 8b and 8c of Eero's privacy policy make it clear that the only way to opt out of data collection is not to use Eero devices at all. Requesting that Eero delete the personal data it's gathered about you will render the devices inoperable, and Eero may still keep a backup of your data afterwards. Screenshot by Ry Crist/CNET This brings us to Eero. The company does not offer an option for opting out of data collection, and instead says the only way to stop its devices from gathering data is to not use them. "You can stop all collection of information by the Application(s) by uninstalling the Application(s) and by unplugging all of the Eero Devices," the Eero privacy policy notes. You can ask Eero to delete your personal data from its records by emailing privacy@ but the company claims that there's no way for it to delete its collected data without severing your connection to Eero's servers and rendering devices inoperable. The privacy policy also notes that the company "may be permitted or required to keep such information and not delete it," so there's no guarantee that your deletion request will actually be honored. Even if Eero does agree to delete your data, that doesn't mean that the company won't keep a backup. "When we delete any information, it will be deleted from the active database, but may remain in our backups," Eero's policy reads. How to opt out of router data collection, no matter which router you use Data collection is all too common in today's consumer tech, including concerns with smartphone apps, social media, phone carriers, web browsers and plenty more. I'd rank my concerns with routers beneath those -- but your home networking privacy is still worth paying attention to. From my perspective, opting out of data collection whenever possible is typically a good idea, even if the collection itself seems harmless. There's simply no good way to know for certain where your data will end up or what it will be used for, and privacy policies will only tell you so much about what data is actually being collected. To that end, here are some options for opting out with each of the manufacturers covered in this post below. And, as I continue to test and review networking hardware, I'll keep this post up to date. Asus You can withdraw consent for data collection by heading to the settings section of the Asus web interface, clicking the Privacy tab, and then clicking "Withdraw." You can reach that web interface by entering your router's IP address into your browser's URL bar while connected to its network, or by tapping the options icon in the top left corner of the Asus Router app and then selecting "Visit Web GUI." CommScope (Arris) If you live in California, you can tell CommScope not to sell your data by filling out a form on this website, but the company won't guarantee that it will honor requests if you live elsewhere. There isn't a direct option for opting out of data collection in any of the apps used to set up and manage CommScope products, but the company notes that you can unsubscribe from promotional emails at any time. D-Link D-Link does not offer a direct option for opting out of data collection, but instead, directs you to opt out of interest-based advertising from participating companies by using Do Not Track cookies provided by the Network Advertising Initiative, a self-regulatory marketing industry group. Eero Eero has no opt out setting for data collection, as Eero claims that its devices are unable to function without sending device data to Eero's servers. Google Nest You can manage your Google Wifi or Nest Wifi privacy settings and opt out of certain data collection practices by opening the Google Home app and tapping Wi-Fi > Settings > Privacy Settings. Netgear Netgear doesn't offer an option for completely opting out of data collection, but you can fill out a form on this website to download and view any data that Netgear has collected or request that Netgear delete that data. TP-Link TP-Link doesn't offer a direct option for opting out of data collection, but it does share instructions for opting out of interest-based advertising via Facebook, Google and Amazon on its website. The site also offers information about Do Not Track cookies available from the Digital Advertising Alliance and the Network Advertising Initiative, which are self-regulatory marketing industry groups. 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Vox
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Products like the Oura ring, the Whoop band, the Apple Watch, and a growing variety of continuous glucose monitors promise to track things like your heart rate, body temperature, and metabolic health metrics, while their companion apps crunch that data into actionable advice about how to live your life. If one health tracker is good for you, theoretically, half a dozen should be great. What I learned from obsessively tracking my health for half a year is that paying too much attention to what your body is doing can ruin your life. Or at least it can ruin your understanding of healthy living, since too much information can steer your brain toward assuming the worst. Looking at the readouts from these fitness tracking apps sent me down dark holes of Googling symptoms and self-diagnosing conditions that my doctor assured me I did not have. But, I reasoned, he did not have all of the data that the health tracker collected, so he could be wrong, and AI, which is increasingly embedded in this tech, is very good at diagnosing things. I wouldn't caution against any and all health tracking. Now that the experiment is over, I'm only ever wearing one health tracker at a time. I've gained a new appreciation for how technology could become an essential part of healthy living in the near future, if you do it right. I'm not saying I have all the answers, but there are some things I would recommend to tracker-curious readers. And there are some things I would avoid at all costs. Today, Explained Understand the world with a daily explainer, plus the most compelling stories of the day. Email (required) Sign Up By submitting your email, you agree to our Terms and Privacy Notice . This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply. Do wear a smart ring when you sleep Out of over a dozen gadgets tested, the one device that I added to my daily routine is an Oura ring that I only wear at night. (During the day, I wear an Apple Watch.) An Oura ring is a sensor-packed smart ring that measures a lot of the same things as a smartwatch, but is easier to wear while you sleep. The ring keeps track of your heart rate and movement to sense how well you sleep. Exactly how it does this is controversial with some sleep doctors, but it nonetheless generates a sleep score, which is oddly compelling. The first thing I do every morning, I'm almost embarrassed to say, is check my sleep score in the Oura app. If it's bad, I feel vindicated for feeling groggy. If it's good, I feel energized, even if I still feel groggy. The sleep score is a made-up metric, one that may or may not be correct based on how Oura's algorithms calculate various factors, but paying attention to the score was helpful for me. 'The way that we think about how we've slept can really make us feel better,' Thea Gallagher, a psychologist at NYU Langone Health, told me. 'If we think we've had a good night of sleep, we will actually feel better physically and mentally and emotionally.' Placebo effect notwithstanding, I'm also surprised by how much I listen to an app when it tells me to go to bed. Thanks to the Oura app, I've developed better sleeping habits, and frankly, I feel better. Do start out with a clear goal in mind When I first got an Apple Watch, I liked the rings that track how much you move. Moving more seemed like an easy goal that would improve my health. But some trackers seem to collect data for the sake of collecting data, with no particular objective. Continuous glucose monitors, or CGMs, have been lifesavers for people with diabetes for years, but a growing list of companies sell them to non-diabetics over the counter. These biosensors stick a filament into your skin that measures the amount of glucose in your interstitial fluid, which can give you a good guess about what your blood glucose is at any given moment. If you don't know a lot about how metabolism works, the readouts can be horrifying. The first bowl of cereal I ate spiked my blood sugar outside of the normal range, which threw me into a panic — a panic that didn't entirely subside until I stopped wearing these sensors. Part of what fueled that anxiety was the fact that I didn't actually know how to make sense of the data that these monitors spit out. Most of them alert you when your glucose is spiking and then give you some kind of score, but it's not clear what a good score indicates other than that you've managed to eat fewer carbs, probably. The whole experience can feel like a high-tech diet. 'There's not a lot of time and effort spent on figuring out what is the actual question that I have that's really important to me and that I'm willing to go through some some effort and troubleshooting in order to come out the other side with a genuine discovery that I can use in my regular life,' said Gary Wolf, a tech journalist and founder of Quantified Self, a community of people who have been tracking their health metrics since the mid-2000s. Don't send your poop or blood to anyone in the mail Health tracking isn't confined to wearable devices. Some companies, like Viome, Function Health, and Ultrahuman, are getting into the labwork business. The idea is that you can pay for extra testing and get all the results back in an app that promises to help you understand the intricate details of your gut microbiome or metabolic health. Some assign you a biological age based on your test results, and all of them cost many hundreds of dollars. I did a battery of tests through Viome, including the gut microbiome test, which involved filling up little vials with poop and blood and dropping them at a post office. (Disclosure: Viome waived the fees for me.) The results seemed to tell me nothing that I didn't already reveal on the pre-test questionnaire, but I did have the opportunity to buy some very expensive supplements to address my problem areas. I don't recommend doing any of this. Don't pay for a subscription unless the gadget really improves your life If you've ever seen someone wearing a band around their wrist with a little hunk of plastic where the watch face should be, you've seen a Whoop band. This fitness-forward health tracker works a lot like a smartwatch without a screen, but the app is geared toward gym rats. The app not only gives you a strain score that measures how hard you've worked out, it also encourages you to recover. It costs $30 a month to enjoy all the features. It's not just Whoop that wants you to keep paying. Oura also charges a subscription fee to unlock all of its features, but it's just $6. Apple has the Fitness+ subscription for $10, but that includes a bunch of classes, not unique features on the Watch. All of these little fees add up over time, so if you really just want basic functionality, skip the subscription. Without it, you can still see your sleep, readiness, and activity scores on an Oura ring. (That's all I look at anyway.) The Whoop band doesn't work at all if you don't pay. Do take breaks The best advice I got from the many experts I talked to throughout my health tracking journey was to take off the devices from time to time. The absolute flood of information about my health often made me uneasy, and it even led to some disordered behaviors, especially when it came to tracking my glucose levels and seeing my readings start veering away from normal levels. Still, I wondered if I shouldn't intervene somehow. 'Sometimes atypical results found by wearables can make people anxious, and it may be difficult to offer them definite reassurance for these results,' said Dr. David Klonoff, president of the Diabetes Technology Society. 'If traditional medicine cannot provide definite answers, then these people sometimes turn to natural or alternative medicine.' Some health tracking companies want to take your money every month to keep using their services. Some want to sell you the latest generation of their device. Some want to sell you supplements. They all want you to keep using the trackers and apps, even if they're not necessarily making you healthier. That's good to keep in mind. So check in with yourself when you're wearing a health tracker. Take it off, and leave it off for a while. Without a torrent of alerts telling you to stand, sleep, or eat, you may actually feel better.