Technology
Meet the humanoid robot that learns from natural language, mimics human emotions
Imagine what it would be like to have a robot friend that can do things like take selfies, toss a ball, eat popcorn and play air guitar?
Well, you might not have to wait too long.
Researchers at the University of Tokyo have created a robot that can do all that and more, thanks to the power of GPT-4, the latest and most advanced large language model (LLM) in the world.
CLICK TO GET KURT’S FREE CYBERGUY NEWSLETTER WITH SECURITY ALERTS, QUICK VIDEO TIPS, TECH REVIEWS, AND EASY HOW-TO’S TO MAKE YOU SMARTER
A researcher gives Alter3, a humanoid robot, verbal instructions. (University of Tokyo)
What is the Alter3 humanoid robot, how does it work?
Alter3 is a humanoid robot that was first introduced in 2016 as a platform for exploring the concept of life in artificial systems. It has a realistic appearance and can move its upper body, head and facial muscles with 43 axes controlled by air actuators. It also has a camera in each eye that allows it to see and interact with humans and the environment.
WHAT IS ARTIFICIAL INTELLIGENCE (AI)?
Alter3 interacts with a human. (University of Tokyo)
But what makes Alter3 really special is that it can now use GPT-4, a deep learning model that can generate natural language texts from any given prompt, to control its movements and behaviors. This means that instead of having to program every single action for the robot, the researchers can simply give it verbal instructions and let GPT-4 generate the corresponding Python code that runs the Android engine.
CALIFORNIA LEGISLATIVE SESSION TO BE DOMINATED BY AI REGULATIONS AND STATE’S STRUGGLING BUDGET
For example, to make Alter3 take a selfie, the researchers can say something like:
“Create a big, joyful smile and widen your eyes to show excitement. Swiftly turn the upper body slightly to the left, adopting a dynamic posture. Raise the right hand high, simulating a phone. Flex the right elbow, bringing the phone closer to the face. Tilt the head slightly to the right, giving a playful vibe.”
And GPT-4 will produce the code that makes Alter3 do exactly that.
Alter3 mimics taking a selfie. (University of Tokyo)
MORE: HUMANOID ROBOTS ARE NOW DOING THE WORK OF HUMANS IN A SPANX WAREHOUSE
What can the Alter3 humanoid robot do with GPT-4?
The researchers have tested Alter3 with GPT-4 in various scenarios, such as tossing a ball, eating popcorn, and playing air guitar. They have also experimented with different types of feedback, such as linguistic, visual, and emotional, to improve the robot’s performance and adaptability.
Alter3 mimics playing a guitar. (University of Tokyo)
One of the most interesting aspects of Alter3’s behavior is that it can learn from its own memory and from human responses. For instance, if the robot does something that makes a human laugh or smile, it will remember that and try to repeat it in the future. This is similar to how newborn babies imitate their parents’ expressions and gestures.
Alter3 mimics jogging. (University of Tokyo)
MORE: THE NEXT GENERATION OF TESLA’S HUMANOID ROBOT MAKES ITS DEBUT
The researchers have also added some humor and personality to Alter3’s actions. In one case, the robot pretends to eat a bag of popcorn, only to realize that it belongs to the person sitting next to it. It then shows a surprised and embarrassed expression and apologizes with its arms.
Alter3, the humanoid robot (University of Tokyo)
Why is this humanoid robot AI important and what are the implications?
The research team behind Alter3 believes that this is a breakthrough in the field of robotics and artificial intelligence, as it shows how large language models can be used to bridge the gap between natural language and robot control. This opens up new possibilities for human-robot collaboration and communication, as well as for creating more intelligent, adaptable, and personable robotic entities.
Alter3 mimics seeing a pretend snake. (University of Tokyo)
MORE: HOW THIS ROBOT HELPS YOU PROTECT AND CONNECT YOUR HOME
The paper, titled “From Text to Motion: Grounding GPT-4 in a Humanoid Robot ‘Alter3,’” was written by Takahide Yoshida, Atsushi Masumori and Takashi Ikegami and is available on the preprint server arXiv. The authors hope that their work will inspire more research and development in this direction and that one day we might be able to have robot friends that can understand us and share our interests and emotions.
Kurt’s key takeaways
Alter3 is an example of how natural language processing and robotics can work together to create pretty incredible interactions. By using GPT-4, the robot can perform a variety of tasks and behaviors based on verbal commands, without requiring extensive programming or manual control. This also allows the robot to learn from its own experience and from human feedback and to express some humor and personality. Alter3 demonstrates the potential of large language models to improve the field of robotics and artificial intelligence as well as bring us closer to having robot friends that can relate to us and entertain us.
What do you think of Alter3 and its abilities? Would you like to have a robot like that in your life? Let us know by writing us at Cyberguy.com/Contact.
For more of my tech tips & security alerts, subscribe to my free CyberGuy Report Newsletter by heading to Cyberguy.com/Newsletter.
Ask Kurt a question or let us know what stories you’d like us to cover.
Answers to the most asked CyberGuy questions:
Ideas for using those Holiday Gift cards:
Copyright 2024 CyberGuy.com. All rights reserved.
Technology
Congress just gave DHS another $70 billion
Congress narrowly voted to fund President Donald Trump’s mass deportation agenda, giving the Department of Homeland Security $70 billion over the next three years.
The house voted 214 to 212 in favor of the reconciliation bill Tuesday, following the Senate’s 52-47 vote last Friday morning. The vote fell largely along party lines. Sen. Lisa Murkowski (R-AK) was the only Senate Republican to vote against it. Rep. Tim Walberg (R-MI), initially voted against the bill — meaning it would have failed — but changed his vote after huddling with House Majority Leader Steve Scalise (R-LA) and Appropriations Chair Tom Cole (R-OK), according to The Hill. No Democrats voted in favor of the funding bill, which was done through a budget reconciliation process to avoid a Democratic filibuster.
In a speech on the House floor ahead of the Tuesday vote, Rep. Mary Gay Scanlon (D-PA) criticized Republicans for using the budget reconciliation process to avoid negotiating with Democrats, and emphasized ICE’s lack of popularity with the American people.
“At its core, this Republican reconciliation budget bill is a statement about priorities, and the priorities represented in this budget bill could not be more out of step with the needs and values of the American people,” Scanlon said.
Scanlon noted that DHS has yet to spend $100 billion of the nearly $200 billion it received under Trump’s One Big Beautiful Bill Act. She added that Trump has not only expanded ICE’s reach by increasingly going after legal immigrants but also weaponized DHS against its critics. The bill, she said, will “supercharge” Trump’s abuses.
After the House markup last Friday, Rep. Rosa DeLauro (D-CT), ranking member of the House Appropriations Committee, noted that the bill not only lacks sufficient reforms but also cuts funding for cybersecurity and TSA, whose workers went weeks without pay during the DHS shutdown.
The funding bill comes at a time of deep unpopularity for ICE. One recent poll found that just 33 percent of voters approve of how the agency is doing its job.
And it comes amid yet another threat from border czar Tom Homan to flood New York City with ICE agents. In an interview with Fox News on Monday, Homan said he would send “more ICE agents than you’ve ever seen” to New York City if the state government passed a bill limiting cooperation with DHS.
“Providing a quarter trillion dollars to an administration promising that the public ‘ain’t seen shit yet’ when it comes to mass deportation is a historic mistake,” Todd Schulte, president of the immigration reform group FWD.us, said in a statement. “Supercharging the funding for these already out of control systems will come with terrible human consequences and continue to be met with increasing opposition from voters.”
Correction, June 9th: A previous version of this story said Rep. Tim Walberg voted against the funding bill. He initially voted against it but then changed his vote to support it.
Update, June 9th: This story has been updated to include comment from FWD.us president Todd Schulte.
Technology
8 apps that can help you cut your food bill
NEWYou can now listen to Fox News articles!
Food prices have a way of sneaking up on you. One week, your usual grocery run feels normal. The next week, a few basics suddenly cost a lot more than you expected.
That is why money-saving food apps are worth a closer look. All of these apps are free to download or sign up for, but you still pay for any food, groceries or purchases you make through them.
Some help you find discounted groceries before stores toss them. Others connect you with surprise meals, receipt rewards, free local listings or recipes based on what you already have at home.
The trick is knowing which app fits the way you actually shop. Here are eight apps that can help you stretch your food budget, reduce waste and maybe make your next receipt feel a little less painful.
10 THINGS TO STOP PAYING FOR TO SAVE MONEY NOW
Food savings apps can help shoppers find discounted groceries, restaurant meals, receipt rewards and free local food listings. (iStock)
Join CyberGuy Live: Lock Down Your Phone in 30 Minutes (Saturday, June 13, 10 am ET)
- Your phone holds your email, passwords, photos, banking apps and personal data. In this free, live online class, Kurt the CyberGuy will walk you step by step through simple phone security fixes you can do in real time. You’ll learn how to improve your privacy settings, spot the latest phone scams, use trusted security tools and walk away with a simple checklist to stay protected. Register here: CyberGuyLive.com.
1) Flashfood
Flashfood helps you find discounted groceries from participating stores near you. The app focuses on food that is still good but getting close to its best-by date. You browse local deals in the app, pay through the app and pick up your order in the store. Flashfood says shoppers can find grocery deals for up to 50% off. That can include produce, meat, dairy, pantry items and other staples, depending on what stores near you have available.
- Best for: Discounted grocery pickup.
- How you save: Buy marked-down groceries from participating stores before they go to waste.
- Good to know: Availability depends on participating stores near you.
2) Misfits Market
Misfits Market delivers groceries to your door. The company says it offers high-quality rescued foods and lets you choose what goes in your order. After signing up, you receive a weekly shopping window. You can review your cart, remove items, add groceries and skip orders when needed. This can work well if you want grocery delivery and like the idea of reducing food waste at the same time. Misfits Market says there are no subscription fees or order obligations. You can skip, pause or cancel.
- Best for: Grocery delivery with rescued food.
- How you save: Order discounted groceries, including rescued or excess food, delivered to your door.
- Good to know: Delivery depends on your ZIP code. Misfits Market says it serves nearly every ZIP code in the contiguous U.S., with limited service in select areas.
Misfits Market lets you customize grocery deliveries with rescued or excess food that may cost less than traditional shopping.
3) Too Good To Go
Too Good To Go helps you buy surplus food from nearby restaurants, bakeries, cafés and stores. The app uses “Surprise Bags,” which means you usually know the type of food and pickup window, but not every exact item inside. That surprise part can be fun, especially if you like trying local spots. It can also be less ideal if you need a very specific dinner plan. Too Good To Go says users can save and enjoy food at half price or less.
- Best for: Discounted restaurant and bakery food.
- How you save: Buy discounted Surprise Bags from local restaurants, bakeries, cafés and stores.
HEALTH-CONSCIOUS AMERICANS EMBRACE YUKA APP TO GUIDE GROCERY SHOPPING CHOICES
Food savings apps work best when they match how you already shop, pick up food, save receipts or plan meals. (David Paul Morris/Bloomberg via Getty Images)
4) Olio
Olio connects people locally so they can give away food and other useful items. The app says you can browse free food from local shops and neighbors. You may also find books, toys, toiletries and household items. This one feels more community-based than a regular coupon app. It can be especially helpful if you live in an active area where neighbors and local shops often post.
- Best for: Free local food and household items.
- How you save: Find free food and household items shared by neighbors or local businesses.
- Good to know: Results depend heavily on your local community.
5) SuperCook
SuperCook helps you turn the food already in your kitchen into meals. You enter the ingredients you have at home, and the app suggests recipes you can make. That can save money in a different way. Instead of buying more groceries, you may find a way to use the half bag of rice, frozen vegetables or canned beans you already paid for.
- Best for: Using up food you already have.
- How you save: Turn ingredients you already have into meals, so you can avoid another grocery run.
- Good to know: This one does not give cash back. It helps you avoid extra spending and food waste.
6) Ibotta
Ibotta gives you cash back on eligible purchases. Before you shop, you add cash-back offers in the app. After shopping in-store, you submit your receipt. Ibotta says you can withdraw earnings once you reach $20. It’s great because it can work with groceries and other everyday purchases. The key is remembering to add offers before you shop and submit your receipt after.
- Best for: Grocery cash back.
- How you save: Earn cash back on eligible grocery and everyday purchases after you submit receipts.
- Good to know: You need to match the right offers and follow the redemption steps.
7) Fetch
Fetch turns receipts into points. You shop, snap receipts and earn points that can be redeemed for gift cards. Fetch says you can earn points from in-store or online shopping, plus offers from participating brands. This app can be simple because you do not always need to pick offers before you shop. Still, special offers can help you earn more points.
- Best for: Turning receipts into gift cards.
- How you save: Snap receipts to earn points you can redeem for gift cards.
- Good to know: Points vary by receipt, brands and offers.
Fetch turns receipts into points you can redeem for gift cards from popular retailers.
10 TECH UPGRADES TO SAVE YOUR TIME, PRIVACY AND MONEY
Receipt rewards apps such as Ibotta, Fetch and Upside can help shoppers earn cash back or gift cards on eligible purchases. (SDI Productions/Getty Images)
8) Upside
Upside is best known for gas savings, but it can also work for groceries and restaurants where offers are available. You open the app, claim a cash-back offer near you, shop as usual and pay with a credit or debit card.
- Best for: Cash back on groceries, gas and dining.
- How you save: Claim cash-back offers on gas, groceries and restaurants at participating locations.
- Good to know: Grocery and restaurant offers depend on participating locations near you.
For direct links to each app and any available CyberGuy savings codes, visit CyberGuy.com and search for “8 apps that can help you cut your food bill.”
Which app should you try first?
Start with the app that fits your normal routine. If you already shop at grocery stores in person, try Flashfood or Ibotta. If you save receipts anyway, Fetch is an easy add-on. If you order groceries online, Misfits Market may be worth checking. If you like trying local food, Too Good To Go can be a fun way to save. If your fridge is full, but dinner still feels impossible, SuperCook may help you avoid another grocery run. For gas and food cash back in one place, Upside deserves a look. For free local food and community sharing, Olio may surprise you, depending on where you live.
A few smart tips before using food savings apps
Before you download every app on this list, take a moment to think about your habits. First, check whether the app works in your area. Some apps depend on local stores, restaurants or community activity. If there are no nearby offers, the app may not help much yet.
Next, watch pickup windows. Apps like Flashfood and Too Good To Go can save you money, but they also require timing. If you miss the pickup, you may lose the deal. Also, avoid buying food only because it looks cheap. A discounted item saves money only if you actually use it. Finally, read the app’s privacy settings. These apps often work through location, receipts, purchases and rewards accounts. Use only the permissions you feel comfortable sharing.
Kurt’s key takeaways
Food savings apps can help, but they work best when they match your real life. Flashfood and Too Good To Go are great for deal hunters who can pick up food nearby. Misfits Market works better for people who want groceries delivered. Ibotta, Fetch and Upside can help you earn something back from purchases you already make. SuperCook and Olio come at savings from a different angle. One helps you use what you already bought. The other connects you with local people and shops that share food and useful items. The biggest takeaway? Do not let the app make you spend more. Use it as a tool, not a temptation.
CLICK HERE TO DOWNLOAD THE FOX NEWS APP
Would you try an app that sells surprise food bags, or do you want to know exactly what you are getting before you pay? Let us know by writing to us at Cyberguy.com.
Sign up for my FREE CyberGuy Report
- Get my best tech tips, urgent security alerts and exclusive deals delivered straight to your inbox.
- For simple, real-world ways to spot scams early and stay protected, visit CyberGuy.com – trusted by millions who watch CyberGuy on TV daily.
- Plus, you’ll get instant access to my Ultimate Scam Survival Guide free when you join.
Copyright 2026 CyberGuy.com. All rights reserved.
Technology
Apple dials down Liquid Glass, and the Mac looks way better for it
MacOS 27 Golden Gate will usher in a bunch of changes to the Mac when it’s released later this year, with its biggest new features revolving around Siri AI. But for now, using the first developer beta, Siri AI is only offered through a waitlist. So what’s available to try is mostly about how the upcoming operating system looks and feels.
You’re not welcomed with any fanfare when you boot up the macOS 27 developer beta (that’ll probably come later), but there’s reason to celebrate. Jump to the appearance settings, and you find that Apple now has a Liquid Glass slider, allowing users to set the amount of UI transparency in macOS. On one end of the slider, it’s as seethrough as Liquid Glass gets, and on the other end the transparent accents are heavily frosted. Golden Gate starts you in the middle of the slider by default, for just a touch of frosting — perhaps a gentle admission that the original look went too far. You sadly can’t go fully opaque, but this frosted look does greatly reduce the distracting elements of Liquid Glass.
After spending just a short while with Golden Gate, I already prefer the minimum transparency look. I’d crank that slider in the full version and never turn back. For the strongest Liquid Glass haters out there, the Reduce Transparency option is still available in the Accessibility settings, but using it is like taking a hammer to all that glass — introducing lots of harsh gray and black backgrounds to the dock, Menu Bar, and Control Center.
The absolute wins for macOS 27’s design is the return of edge-to-edge sidebars with colorful icons and the increased corner radii of windows across the OS. The former is basically a backtrack to the way sidebars used to look (which looked better and easier to parse, with less wasted space). And the latter is just logical. How on Earth did Apple get so high on its own design supply that it allowed windowed apps to have mismatched corners?
I do have my nitpicks — the new battery icon taken from iOS is less legible (really, I hate it). Also, after Apple finally added the most basic window snapping feature in Sequoia, it hasn’t refined it one bit. Both Tahoe and now Golden Gate are leaving me wanting better and faster tiling controls like Windows 11, as well as the simple ability to rename virtual desktops. But so far, nothing.
Apple says Golden Gate is supposed to feel snappier, with faster search indexing. It’s too early to tell how much of a difference this makes on the MacBook Neo I’m testing it on — especially since dev betas are notoriously buggy and unstable. Using Spotlight search for local files on Golden Gate performed similar to another Neo I had on-hand running macOS 26 Tahoe. And opening apps on both systems side-by-side led to mixed results: Golden Gate opened Lightroom Classic and Slack faster, but Tahoe was faster to open Photoshop and Steam. I hope Apple’s under the hood improvements to memory and CPU usage will really show on the MacBook Neo, which could use all the efficiency it can get, but the jury’s out for now.
There’s still more to come with further beta releases of macOS 27, where we’ll at some point be able to fully test Siri AI, Visual Intelligence, and the revamped Spotlight Search. Last year’s power user-focused Spotlight with clipboard history was a nice improvement, but I’m skeptical that Siri AI being baked into Spotlight will be quite the gamechanger Apple’s billing it as. I’ll keep an open mind and be looking to find out once I’m off the waitlist.
For now, I’m relieved Apple is slightly backpedaling on Liquid Glass. While the look was never quite as bad on the Mac as it was on iOS, it’s a welcome change to be able to turn down these transparencies and get a little closer to the old looks from Sequoia. That and the other bits of UI polish are a nice upgrade on their own. Now, Apple has to show that it can nail all the new AI features, too — I’m eager to see how it fares.
-
Louisiana6 minutes agoLouisiana shop owner says inspection sticker law puts 20-year business in danger
-
Maine9 minutes agoMaine Democratic gubernatorial primary race remains close as vote totals begin to roll in
-
Maryland14 minutes agoMaryland official denies receiving warning over alleged nude photos to deputies
-
Michigan21 minutes agoMichigan court overturns man’s conviction in plot to kidnap Gov. Whitmer
-
Massachusetts23 minutes agoMassachusetts man who killed ‘remarkable young woman’ in wrong-way crash is sentenced to prison
-
Minnesota29 minutes agoMinnesota Medicaid revalidation: Families of disabled adults fear losing services
-
Mississippi36 minutes agoMississippi State’s Jacob Parker wins National Freshman of the Year award from Perfect Game – SuperTalk Mississippi
-
Missouri39 minutes agoMid-Missouri family speaks out amid eminent domain battle