Category: Technology

Sony AI released a dataset that tests the fairness and bias of AI models. It’s called the Fair Human-Centric Image Benchmark (FHIBE, pronounced like “Phoebe”). The company describes it as the “first publicly available, globally diverse, consent-based human image dataset for evaluating bias across a wide variety of computer vision tasks.” In other words, it tests the degree to which today’s AI models treat people fairly. Spoiler: Sony didn’t find a single dataset from any company that fully met its benchmarks.

Sony says FHIBE can address the AI industry’s ethical and bias challenges. The dataset includes images of nearly 2,000 volunteers from over 80 countries. All of their likenesses were shared with consent — something that can’t be said for the common practice of scraping large volumes of web data. Participants in FHIBE can remove their images at any time. Their photos include annotations noting demographic and physical characteristics, environmental factors and even camera settings.

The tool “affirmed previously documented biases” in today’s AI models. But Sony says FHIBE can also provide granular diagnoses of factors that led to those biases. One example: Some models had lower accuracy for people using “she/her/hers” pronouns, and FHIBE highlighted greater hairstyle variability as a previously overlooked factor.

FHIBE also determined that today’s AI models reinforced stereotypes when prompted with neutral questions about a subject’s occupation. The tested models were particularly skewed “against specific pronoun and ancestry groups,” describing subjects as sex workers, drug dealers or thieves. And when prompted about what crimes an individual committed, models sometimes produced “toxic responses at higher rates for individuals of African or Asian ancestry, those with darker skin tones and those identifying as ‘he/him/his.'”

Sony AI says FHIBE proves that ethical, diverse and fair data collection is possible. The tool is now available to the public, and it will be updated over time. A paper outlining the research was published in Nature on Wednesday.

This article originally appeared on Engadget at https://www.engadget.com/ai/sony-has-a-new-benchmark-for-ethical-ai-160045574.html?src=rss 

Discord has been trying to strike a balance between affording teen users their privacy and allowing for parental oversight. Over the next week, the platform is rolling out some updates for its Family Center with the aim of helping parents gain more understanding of what their teens are doing on Discord, while giving them the ability to manage certain settings. 

Parents and guardians were already able to see an overview of some of their teens’ Discord activity. Now, they’ll be able to view all purchases for the previous seven days; exactly how long teens have spent in voice and video calls across direct messages, servers and group DMs; and the five users and servers that a teen has called and messaged most often over the last week.

Teens will have the option to notify a guardian when they report another user or a piece of content to Discord. The guardian will receive an email telling them that their teen filed a report but not the details. The idea behind that is to have a conversation about the report and for the guardian to lend their support.

In addition, Discord is adding guardian-managed settings to Family Center. These include the ability to determine who can DM a teen and if sensitive content filters are enabled. Guardians will have access to some data privacy controls too.

Discord said it designed the updates with teens in mind and to make sure they can maintain their independence while having the parental support they might need. Guardians can’t see the content of messages that their teens send. Teens can also view the same information as their guardians in Family Center. 

To use Family Center, guardians and teens need to link their accounts. They can do so by going to User Settings > Family Center in the Discord app.

As with other social platforms, Discord is under the spotlight when it comes to the safety of young users. Earlier this year, New Jersey’s attorney general sued Discord, claiming that it “misled parents about the efficacy of its safety controls and obscured the risks children faced when using the application.” 

Australia, meanwhile, is considering banning children under 16 from using Discord. Starting on December 10, the country will prohibit Reddit, Kick, Facebook, X, Snapchat, TikTok, YouTube and Instagram from allowing under 16s to use their platforms.

This article originally appeared on Engadget at https://www.engadget.com/apps/discord-gives-parents-more-insight-into-their-teens-activity-through-family-center-170000419.html?src=rss 

November is here, which means gift giving season is right around the corner, as is Black Friday. The latter, though, may feel like it’s already here thanks to all the deals you can already get right now. A few of the best ones are on Google devices, namely the latest Google flagship smartphones.

Take the Google Pixel 10 Pro Fold, which has only been out since late August. It’s now down to $1,499 from $1,799 — a 17 percent discount. This deal is available at both Amazon and Best Buy, and seems to be the first big markdown on the Pixel 10 Pro Fold. Notably, this deal is on the 256GB model, but the 512GB and 1TB Pixel 10 Pro Folds are also $300 off.

We gave the Google Pixel 10 Pro Fold an 88 in our review, thanks to its improved durability, with an IP68 rating. It also has upgraded software and multitasking, along with Pixelsnap charging. Plus, we found it has the “best cameras of any flexible phone.” One of our biggest gripes is the price — though this discount certainly helps. It’s also quite a bulky device and can feel pretty heavy. 

Other Google phones are also on sale for Black Friday right now. The Pixel 10 Pro has dropped to a record low of $749, while the Pixel 10 Pro XL with a whopping 1TB of storage is also cheaper than ever at $1,249.

This article originally appeared on Engadget at https://www.engadget.com/deals/early-black-friday-deals-include-the-google-pixel-10-pro-fold-for-300-off-123036490.html?src=rss 

Well, I suppose it was only a matter of time, but Google is making AI Mode harder to avoid. In the US, the company has begun rolling out an update for Chrome on Android and iOS that adds an AI Mode shortcut to the browser’s new tab page. It’s predominantly featured, appearing right below the browser’s signature search bar.

“This will let you ask more complex, multi-part questions, and then dive even deeper into a topic with follow-up questions and relevant links,” the company said of the update. In the near future, Google plans to bring the shortcut to 160 additional countries, with support for other languages — including Hindi, Indonesian, Japanese, Korean, Portuguese — on the way as well. 

Google introduced AI Mode at the start of March when it previewed the feature through its Labs program. Since then, it has been aggressively rolling out AI Mode in nearly every market it operates, beginning this past May at I/O 2025 May when the company made the chatbot available to all US users.

This article originally appeared on Engadget at https://www.engadget.com/ai/google-adds-an-ai-mode-shortcut-to-chrome-on-mobile-170042622.html?src=rss 

2026 is seemingly going to be the year that Netflix gets aggressive with podcasting. We already knew that the streamer will start licensing video podcasts from Spotify Studios and The Ringer in the new year, and according to a new report, agents at leading talent agencies are being sounded out ahead of a Q1 push.

Sources have told The Hollywood Reporter that Netflix has sent “dozens of requests” to agents at WME, UTA and CAA as it looks to add more video podcasts to the platform. The plan is that the company launches its video podcast offering in early 2026, by which time it wants to have a library of shows with existing audiences.

This comes after Bloomberg reported this week that Netflix is also in licensing talks with iHeartMedia, which is one of the largest podcasts publishers in the world and makes shows like Stuff You Should Know and The Breakfast Club. According to Bloomberg’s sources, Netflix wants an exclusivity deal that would mean featured shows would no longer be uploaded to YouTube. The latter is Spotify’s biggest rival in the space, and passed one billion monthly active podcast viewers at the start of 2025.

The Spotify deal Netflix penned last month includes nine sports podcasts at launch, among them The Bill Simmons Podcast and The Zach Lowe Show. Other video podcasts coming to the streaming service include Serial Killers and The Ringer’s The Rewatchables.

This article originally appeared on Engadget at https://www.engadget.com/entertainment/streaming/netflix-is-reportedly-going-big-on-video-podcasts-for-2026-133025499.html?src=rss 

Slowly but surely, Sony has been transforming the initially limited PlayStation Portal into a viable handheld for PS5 gamers, albeit only those with a solid internet connection. What launched as a strictly remote play device eventually got unlocked for cloud streaming, with PS Plus Premium members able to play select Game Catalog games without needing to connect to a PS5. And from today, you can also stream select digital PS5 games that you own.

Again, you’ll need to have a PS Plus Premium membership to take advantage of the new features, but once signed up to the most expensive tier of Sony’s subscription service you’ll be able to stream the likes of Astro Bot, Borderlands 4, Final Fantasy VII Rebirth and Ghost of Yotei, which are among the the thousands of games supported at launch.

You could, of course, already play all of these games on the Portal over remote play from your PS5. But now that the device has been untethered from the main console, it gets a bit closer to the dedicated go-anywhere PlayStation handheld everyone wants. That’s provided you have a decent enough Wi-Fi connection to get a good quality stream.

Alongside the new cloud streaming functionality, the Portal has a new home screen that adds a search tab for quickly finding games that are available to stream. The latest update also adds 3D audio support for supported games on both remote play and cloud streams when using wired headphones or one of Sony’s proprietary PlayStation Link headsets. You can also now add a passcode lock to the device, while a new network status screen is available in the Quick menu.

Sony now allows you to make in-game purchases while streaming games over the cloud without leaving a session, and if you have a friend playing the same game you’re streaming, you can receive invites and join their game from the Quick menu.

Sony seems intent on the PlayStation Portal plugging the gap between now and and the arrival of the PS6, which could reportedly arrive in the next two years alongside a powerful complementary handheld device that might beat out the ROG Xbox Ally X in the specs department.

This article originally appeared on Engadget at https://www.engadget.com/gaming/you-can-now-stream-ps5-games-you-own-over-the-cloud-on-the-playstation-portal-135025829.html?src=rss 

Google has been replacing Assistant with Gemini across all its apps, and Maps is the latest one getting an upgrade. The AI assistant will let you interact with the app using natural conversation while you navigate the roads hands-free. You can, for instance, ask it: “Is there a budget-friendly Japanese restaurant along my route within a couple of miles?” And after it has responded, you can keep on asking it follow-up questions, such as if a specific restaurant has a parking space and what dishes are popular there. Once you’ve decided on a place, you can simply tell Gemini: “Okay, let’s go there,” to start navigating to it. 

You’ll also be able to ask Gemini to do random tasks while it’s navigating and without leaving the Maps app, such as adding events to your Calendar if you allow it to connect to the app. In addition, Gemini will let you report traffic disruptions, simply by saying “there’s flooding ahead” or “I see an accident.” Gemini in Google Maps is rolling out over the next few weeks to Android and iOS in all regions where Gemini is available. It’s also coming to Android Auto in the future. 

In the US, Maps is getting more capabilities powered by the AI assistant. You can now get directions that mention landmarks that are easy to spot. Instead of saying “turn left in 500 feet,” for example, Gemini will say “turn left after the Thai Siam Restaurant.” The landmark will also be highlighted in Maps as a visual cue. This feature is now rolling out to both Android and iOS devices. Maps will now proactively notify you of road disruptions on Android, as well, even if you’re not actively navigating. Finally, you’ll be able to use Lens with Gemini within the Maps app when it starts rolling out later this month to Android and iOS. You simply have to tap on the camera in the Maps search bar, point to an establishment and ask it questions about the location, such as “What is this place and why is it popular?”

This article originally appeared on Engadget at https://www.engadget.com/ai/google-maps-gemini-integration-will-make-hands-free-navigation-more-conversational-140009629.html?src=rss 

EcoFlow is hosting an early Black Friday sale on portable power stations. This drops prices by up to 42 percent on many of its well-regarded products. For instance, the Delta Pro 3 is on sale for $2,299. This is a discount of 37 percent, as the typical cost is $3,699. That’s a significant drop in price.

The Delta Pro 3 topped Yahoo’s list of the best portable power stations, and for very good reason. This thing is a beast. It boasts a 4,096Wh capacity, so it can power an average 500-watt refrigerator for over 24 hours. That’s with continuous use. It can be stretched out to two or three days by only running the appliance during daylight hours. There’s even a discounted bundle that includes an extra battery for $3,599.

It includes four standard 120V AC outlets and a single 240V outlet. It could potentially be a temporary hub of a whole-home battery backup. There are numerous charging options here, including a standard AC outlet, solar panels and, interestingly, a cigarette lighter.

The only potential downside here is the Delta Pro 3 really pushes the boundaries of what can be considered portable. It weighs 113 pounds, though it does have wheels and a telescoping handle.

The Delta Pro 3 is just one of the products on sale right now. The Delta Pro Ultra, which is intended as a whole-home backup, is down to $3,999. This represents a savings of more than $2,000.

This article originally appeared on Engadget at https://www.engadget.com/deals/ecoflows-early-black-friday-deals-include-42-percent-off-portable-power-stations-130041544.html?src=rss