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CARMEN the robot companion can help boost your memory and cognition

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CARMEN the robot companion can help boost your memory and cognition

Have you ever walked into a room and forgotten why you’re there? Or misplaced your keys for the umpteenth time this week? If you’ve been noticing these little memory hiccups more often, you’re not alone.

As we age, our cognitive functions can start to slow down, and for some, it might be a sign of mild cognitive impairment. 

But don’t worry. Help is on the way in an unexpected form. Say hello to CARMEN, a new robot designed to give your brain the workout it needs.

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Carmen AI robot  (University of California San Diego)

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What’s CARMEN, you ask?

CARMEN stands for Cognitively Assistive Robot for Motivation and Neurorehabilitation. Fancy name, right? But don’t worry, CARMEN’s job is simple — to help people with mild cognitive impairment (MCI) sharpen their mental skills from the comfort of their own homes. This small, tabletop robot was developed by researchers at the University of California San Diego.

Think of CARMEN as a personal trainer for your brain, ready to guide you through exercises that can boost your memory, enhance your attention and improve your problem-solving skills. What makes CARMEN special is that it’s the only robot out there that focuses on teaching compensatory cognitive strategies. In other words, it helps you find clever workarounds for cognitive challenges.

2-CARMEN the robot companion can help boost your memory and cognition

Carmen AI robot  (University of California San Diego)

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Why CARMEN is a game-changer

Here’s the deal. About 20% of folks over 65 have MCI, which is like a middle ground between normal aging and dementia. It’s not just a minor inconvenience. Up to 15% of people with MCI transition to dementia each year. While there aren’t any miracle pills to stop MCI from progressing, behavioral treatments can make a real difference. That’s where CARMEN comes in. 

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As Laurel Riek, a professor at UC San Diego and the project’s senior author, puts it, “We wanted to make sure we were providing meaningful and practical inventions.”

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3-CARMEN the robot companion can help boost your memory and cognition

Carmen AI robot  (University of California San Diego)

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What can CARMEN do for you?

Imagine having a personal trainer for your brain right on your tabletop. CARMEN leads you through fun, interactive games and activities designed to boost your memory, attention and problem-solving skills. If you need help remembering where you put your keys, CARMEN can teach you to create routine places for important objects.

If you’re struggling to keep track of appointments, CARMEN’s got note-taking strategies for that. These aren’t just random exercises. They’re part of a well-validated compensatory cognitive training (CCT) intervention, which CARMEN delivers autonomously.

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4-CARMEN the robot companion can help boost your memory and cognition

Carmen AI robot  (University of California San Diego)

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The brains behind CARMEN

CARMEN wasn’t born in a vacuum. The clever folks at the University of California San Diego teamed up with doctors, people with MCI and their caregivers to create this little robot. They wanted to make sure CARMEN would be truly helpful in real-life situations.

The team designed CARMEN with some key features in mind. It’s plug-and-play, with few moving parts, so you can use it without supervision. It works even with limited internet access. It communicates clearly and shows empathy. It gives you breaks after tough tasks to keep you engaged.

5-CARMEN the robot companion can help boost your memory and cognition

Carmen AI robot  (University of California San Diego)

CARMEN in action: What do users think?

After spending a week with CARMEN, users reported trying out new strategies they thought were impossible before. Most found CARMEN easy to use and understand, though one user did find it a bit challenging. The best part? Everyone wanted more time with their new robotic pal.

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“We found that CARMEN gave participants confidence to use cognitive strategies in their everyday life, and participants saw opportunities for CARMEN to exhibit greater levels of autonomy or be used for other applications,”the researchers reported.

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6-CARMEN the robot companion can help boost your memory and cognition

Carmen AI robot  (University of California San Diego))

The tech behind CARMEN

CARMEN is built on the FLEXI robot platform from the University of Washington. However, the UC San Diego team made significant hardware modifications and wrote all the software from scratch. They’re using ROS (Robot Operating System) to run CARMEN’s brain.

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7-CARMEN the robot companion can help boost your memory and cognition

Carmen AI robot  (University of California San Diego)

What’s next for CARMEN?

The team is planning to test CARMEN in more homes. It also wants to teach CARMEN how to have conversations while keeping your privacy safe. This is both an accessibility issue and a response to people’s expectations of being able to talk with home systems. The researchers are also exploring how CARMEN might help people with other conditions, like ADHD.

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But they’re being careful too. As Riek notes, “We want to be mindful that the user still needs to do the bulk of the work, so the robot can only assist and not give too many hints.” 

While we don’t know the eventual cost or exact release date yet, CARMEN’s development shows promise for accessible, at-home cognitive support in the future.

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Similar technologies in brain training

While CARMEN represents an exciting development in cognitive assistance for those with mild cognitive impairment, it’s worth noting that it’s not the only player in the field of brain training technology. We’ve previously covered another innovative system called Sens.ai, which offers a different approach to cognitive enhancement.

Sens.ai is a 5-in-1 brain training system that uses a comfortable headset and a gamified app to help users achieve various cognitive goals. Unlike CARMEN, which is specifically designed for those with mild cognitive impairment, Sens.ai caters to a broader audience looking to improve sleep, cognition, well-being or meditation skills.

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The Sens.ai system employs a range of advanced technologies, including brainwave sensors, heart rate monitors, transcranial photobiomodulation, and objective functional brain testing. These tools work together to measure and enhance brain performance across different areas of cognitive function.

While CARMEN is still in the research phase, Sens.ai is already available to consumers, offering a free trial of its membership program. It’s backed by scientific research and has garnered positive testimonials from users.

The existence of technologies like Sens.ai alongside research projects like CARMEN demonstrates the growing interest and investment in cognitive enhancement tools. As this field continues to evolve, we may see a variety of options become available to support brain health and cognitive function for different user needs and preferences. 

Kurt’s key takeaways

CARMEN represents an exciting step forward in how we approach cognitive health. By bringing clinically validated exercises into people’s homes through a friendly, interactive robot, we’re making brain health more accessible and engaging. While CARMEN is still in the research phase, it’s not hard to imagine a future where these kinds of AI assistants become common household helpers, especially for our aging population. They could be a game-changer in extending independence and quality of life for many people.

So, what do you think? Would you welcome a little robot like CARMEN into your home to help keep your mind sharp? Let us know by writing us at Cyberguy.com/Contact

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How Watch Duty’s wildfire tracking app became a crucial lifeline for LA

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How Watch Duty’s wildfire tracking app became a crucial lifeline for LA

If you live in Los Angeles, you are probably already intimately familiar with Watch Duty, the free app that shows active fires, mandatory evacuation zones, air quality indexes, wind direction, and a wealth of other information that everyone, from firefighters to regular people, have come to rely on during this week’s historic and devastating wildfires.

Watch Duty is unique in the tech world in that it doesn’t care about user engagement, time spent, or ad sales. The 501(c)(3) nonprofit behind it only cares about the accuracy of the information it provides and the speed with which the service can deliver that information. The app itself has taken off, rocketing to the top of Apple’s and Google’s app stores. Over 1 million people have downloaded it over the last few days alone. 

The elegance of the app lies in its simplicity. It doesn’t scrape user data, show ads, require any kind of login, or track your information. Its simple tech stack and UI — most of which is maintained by volunteer engineers and reporters — has likely helped save countless lives. While Watch Duty is free to use, the app accepts tax-deductible donations and offers two tiers of membership that unlock additional features, like a firefighting flight tracker and the ability to set alerts for more than four counties.

With plans to expand the service across the United States, as well as overseas and into other emergency services, Watch Duty may eventually replace some of the slower and less reliable local government alert systems for millions of people.

Photo by Lokman Vural Elibol / Anadolu via Getty Images

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An app born from fire

The idea for Watch Duty came to cofounder John Mills while he was trying to protect his off-grid Sonoma County home from the Walbridge fire in 2020. He realized there wasn’t a single source for all the information people needed to protect themselves from the blaze, which ultimately killed 33 people and destroyed 156 homes. John and his friend David Merritt, who is Watch Duty’s cofounder and CTO, decided to build an app to help.

“This came out of an idea that John had, and he talked to me about it four years ago,” Merritt tells The Verge. “We built the app in 60 days, and it was run completely by volunteers, no full-time staff. It was a side project for a lot of engineers, so the aim was to keep it as simple as possible.”

Fire reporting is piecemeal at best in fire-prone areas and frequently scattered across platforms like Facebook and X, where fire departments and counties have verified pages sharing relevant updates. But increasingly, social media platforms are putting automated access for alert services behind paywalls. Governments also use a wide variety of alert systems, causing delays that can cost lives, especially in fast-moving fires like the Palisades and Eaton fires that have forced evacuations for more than 180,000 people. And sometimes, these government-run alerts are sent out mistakenly, causing mass confusion.

Watch Duty simplifies all that for millions of people.

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“We view what we are doing as a public service,” says Merritt. “It is a utility that everyone should have, which is timely, relevant information for their safety during emergencies. Right now, it’s very scattered. Even the agencies themselves, which have the best intentions, their hands are tied by bureaucracy or contracts. We partner with government sources with a focus on firefighting.”

“We view what we are doing as a public service.”

One of the biggest issues around fires, in particular, is that they can move quickly and consume large swaths of land and structures in minutes. For example, the winds that drove the Palisades fire to spread to more than 10,000 acres reached 90 miles per hour on Tuesday. When minutes matter, the piecemeal alert system that Watch Duty replaces can cause delays that cost lives. 

“Some of the delivery systems for push notifications and text messages that government agencies use had a 15-minute delay, which is not good for fire,” says Merritt. “We shoot to have push notifications out in under a minute. Right now, 1.5 million people in LA are getting push notifications through the app. That’s a lot of messages to send out in 60 seconds. In general, people are getting it pretty much all at the same time.”

A simple tech stack

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For Watch Duty, this kind of mass communication requires reliable technology as well as a group of dedicated staff and skilled volunteers. Merritt says that Watch Duty relies on a number of corporate partners with whom it has relationships and contracts to provide its service. 

“We shoot to have push notifications out in under a minute.”

The app is built on a mix of technology, including Google’s cloud platform, Amazon Web Services, Firebase, Fastly, and Heroku. Merritt says the app uses some AI, but only for internal routing of alerts and emails. Reporters at Watch Duty — those who listen to scanners and update the app with push notifications about everything from air drops to evacuation updates — are mostly volunteers who coordinate coverage via Slack.

“All information is vetted for quality over quantity,” he says. “We have a code of conduct for reporters. For example, we never report on injuries or give specific addresses. It’s all tailored with a specific set of criteria. We don’t editorialize. We report on what we have heard on the scanners.” 

According to Merritt, the app has 100 percent uptime. Even though it started with volunteer engineers, the nonprofit has slowly added more full-time people. “We still have volunteers helping us, but it’s becoming more on the internal paid staff as we grow, as things get more complex, and as we have more rigorous processes,” he says.

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“All information is vetted for quality over quantity.”

He says there are no plans to ever charge for the app or scrape user data. The approach is kind of the Field of Dreams method to building a free app that saves people’s lives: if you build it well, the funding will come. 

“It’s the antithesis of what a lot of tech does,” Merritt says. “We don’t want you to spend time in the app. You get information and get out. We have the option of adding more photos, but we limit those to the ones that provide different views of a fire we have been tracking. We don’t want people doom scrolling.” 

Photo by FREDERIC J. BROWN / AFP via Getty Images

Collecting information in the era of Trump

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Watch Duty relies heavily on publicly available information from places like the National Weather Service and the Environmental Protection Agency. Should the incoming Trump administration decide to execute on threats to dismantle and disband the EPA (which monitors air quality) and the National Oceanic and Atmospheric Administration, the parent agency to the National Weather Service, such moves would impact Watch Duty’s ability to operate. 

Even still, Merritt is optimistic. “We will be pretty well insulated from any change to policy,” he says. “We are either buying that information ourselves already or we are happy to buy it, and we will take that cost on. The fact that we’re soon going to be covering the entire US will defray the cost of anything that shifts from a policy perspective. Our operation costs are mostly salaries. We are trying to hire really good engineers and have a really solid platform. If we need to raise a grant to buy data from the National Weather Service, then we will.”

Regardless of what the next administration does, it’s clear that Watch Duty has become a critical and necessary app for those in Southern California right now. The app currently covers 22 states and plans to roll out nationwide soon. 

“We got 1.4 million app downloads in the last few days,” according to Merritt. “I think we have only received 60 support tickets, so that shows that something is working there. We are really just focused on the delivery of this information.”

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China’s newest humanoid robot is ready to serve like never before

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China’s newest humanoid robot is ready to serve like never before

Chinese startup Pudu Robotics has unveiled its latest creation, the D9 humanoid robot, designed to revolutionize the way we work and interact with machines. 

Standing at an impressive 5.57 feet tall, this bipedal machine is not just another robot — it’s a versatile assistant ready to tackle a wide range of tasks in various settings.

D9 humanoid robot. (Pudu Robotics)

Capabilities and features of the humanoid robot

The D9 is no ordinary robot. With its ability to walk upright and carry loads up to 44 pounds, it’s built to handle real-world challenges. But what sets it apart from its predecessors?

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Advanced mobility: The D9 can walk at speeds of up to 4.5 mph, outpacing the average human stroll. It’s not just about speed, though. This robot can navigate stairs, slopes and even maintain balance when knocked off-kilter.

Intelligent navigation: Equipped with high-accuracy sensors, the D9 creates real-time 3D semantic maps of its surroundings. This allows for autonomous route planning and precise self-positioning.

Versatile applications: From performing ground cleaning tasks with the Pudu SH1 to carrying boxes in warehouses and stocking shelves in stores, the D9’s potential applications are vast.

Natural interaction: Perhaps most impressively, the D9 boasts “human-level multimodal natural interactions,” thanks to its sophisticated artificial intelligence processing frameworks.

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D9 humanoid robot. (Pudu Robotics)

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The evolution of Pudu robotics

The D9 isn’t Pudu’s first foray into robotics. In September, they introduced the D7, a semi-humanoid robot on wheels designed for tasks like sorting components, serving in restaurants and operating elevators. The D9 builds on this foundation, expanding the range of possible applications.

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D9 humanoid robot. (Pudu Robotics)

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Competitive landscape

With the introduction of the D9, Pudu Robotics enters a competitive field alongside giants like Tesla and Unitree. While pricing details for the D9 are yet to be announced, it’s speculated to fall in the $20,000 to $30,000 range, similar to Tesla’s Optimus.

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D9 humanoid robot. (Pudu Robotics)

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Kurt’s key takeaways

The Pudu D9 showcases advanced mobility and intelligent interaction capabilities. As it prepares to enter the market, its potential impact on various industries could be profound, transforming how we approach tasks across sectors. The future looks promising for humanoid robots like the D9 as they pave the way for more efficient and interactive work environments.

What concerns do you have about the potential impact of humanoid robots like the Pudu D9 on the future of work and everyday life? Let us know by writing us at Cyberguy.com/Contact

For more of my tech tips and security alerts, subscribe to my free CyberGuy Report Newsletter by heading to Cyberguy.com/Newsletter

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Intel still dreams of modular PCs — it brought a tablet laptop gaming handheld to CES

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Intel still dreams of modular PCs — it brought a tablet laptop gaming handheld to CES

At CES 2025, Intel let journalists into its private “Innovation Showcase,” where we saw things like prototype next-gen laptops and giant stereo 3D handheld gaming PCs.

While I was there, I also spotted a heavy metal handheld on a table that didn’t seem… fully attached… to its screen. When I lifted the screen, it came away easily.

It felt suspiciously light to be a real tablet, so I flipped it over and saw three connectors underneath:

Above it, on a shelf, was a laptop with a suspiciously sized chunk of plastic on the bottom that looked like a perfect match. A minute later, Intel gaming evangelist Colin Helms confirmed: I was looking at a concept modular PC.

That module contains a complete Intel Lunar Lake computer, the entire guts you’d need to make one work outside of peripherals and screen. It’s basically a reboot of Intel’s abandoned Compute Card idea, except it’s not all Intel’s doing and you probably shouldn’t ever expect it to ship.

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It’s a concept from Quanta, a company whose name you don’t typically see on the laptops and tablets they create, because Quanta is an ODM (like Compal, Pegatron, Wistron, and Apple’s better known iPhone supplier Foxconn) that designs and manufactures hardware on behalf of brand names.

Quanta’s calling the whole modular system the “AI8A,” and the aforementioned module at its heart is the “Detachable AI Core.” Helms told me it plugs into other concept computers as well, including an all-in-one desktop that Intel didn’t have to show off. And presumably, like the Compute Card idea, you could upgrade your computer just by putting a new new module into it.

The modular laptop has lots of concept-y bells and whistles too, so many that Intel’s CES staff hadn’t even worked them all out yet.

For starts, the laptop has a motorized hinge, so you can tell it to open and close its own lid; it also claims to offer eye-tracking that lets you sling around multitasking windows just by looking at where you’d like them to be. It apparently comes with a mouse integrated into a ring that you could wear.

The most mundane: a built-in Qi wireless charging pad in the palmrest, with indicator lights to show your battery’s remaining capacity.

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I couldn’t try any of it working, unfortunately, nor did I manage to ask what “AI8A” means, because I mistakenly thought it said Aiba until I checked my photos closely just now. Nor could we hotswap the module between the handheld and laptop, since the module apparently doesn’t have a battery inside.

Again, this is a cool computing concept car: it’s not likely that this computer will ever ship, even in a more practical / less gadgety form. Thankfully, we have begun to see some real, practical modularity in the laptop space since the death of Intel’s Compute Card. Framework just celebrated its fifth anniversary this week, and Dell took a smaller step forward at CES with its first modular repairable USB-C port.

Photos by Sean Hollister / The Verge

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