Connect with us
DAPA Banner

Tech

Seattle startup Carbon Robotics gets another shoutout from RFK Jr. for its weed-zapping robots

Published

on

Carbon Robotics founder and CEO Paul Mikesell with the company’s LaserWeeder G2. (Carbon Robotics Photo)

Carbon Robotics, the Seattle startup that builds robots used by farmers to eliminate weeds without the use of chemicals, got another vote of confidence from the nation’s health policy leader.

Robert F. Kennedy Jr., the U.S. secretary of health and human services, touted the company’s machines on a new episode of The Joe Rogan Experience, the popular long-form podcast that topped Spotify’s global list in 2025.

Kennedy said the technology is a way to both eliminate pesticides from farms and help farmers save costs. He said he recently met with three farmers using Carbon’s machine, which attaches to the back of a tractor and uses an array of AI-powered technology to detect plants in fields and then target and eliminate weeds with lasers, without disturbing the soil microbiology.

The largest onion producer in Texas saves more than $1,000 per acre by using Carbon’s machines due to reduction of pesticide use and labor costs, Kennedy said.

“We got to get off this stuff, we got to give these farmers an off-ramp so that they can get off it,” he said of pesticide use. He added: “There are all these kind of new exciting technologies that give us a light at the end of tunnel to transition. And it could be very, very fast. What the president wants to do is accelerate that.”

Advertisement

Carbon Robotics CEO and founder Paul Mikesell followed up with video commentary responding to Kennedy’s comments on the podcast.

“We want to see more investment in the space, more ways in which we can take the newer technologies that we’ve been creating — for things like AI, self-driving cars, etc. — and apply it toward farming and our agriculture sector so that farmers are more productive and we get healthier food,” Mikesell said.

The conversation about pesticides and Carbon’s technology starts at the 1:51 mark on the episode.

Earlier this month Kennedy cited Carbon’s machines on an episode of the Theo Von podcast “This Past Weekend,” making similar comments about new technology that can curb the use of pesticides on farms.

Advertisement

Founded in 2018, Carbon has raised $177 million to date and employs about 260 people. It runs a manufacturing facility in Richland, Wash., and Mikesell previously said its LaserWeeder machines are active on hundreds of farms and in 15 countries around the world.

Mikesell is a longtime technologist and entrepreneur who previously co-founded data storage company Isilon Systems (which sold for $2.25 billion in 2010) and led an infrastructure engineering group at Uber for four years.

Earlier this month, Carbon announced the launch of what it calls the world’s first “Large Plant Model” — an AI model for plant detection and identification. “Trained on the largest, most diverse, and fastest growing agricultural dataset ever built with 150 million labeled plants, the LPM enables farmers to start laser weeding any field or crop in minutes,” the company said in a news release.

Last October, Carbon raised $20 million in new funding to support the creation of another piece of AI-powered machinery for farms that it has yet to reveal. Carbon previously unveiled the Carbon ATK, an autonomous platform designed to fit on and control existing farm equipment.

Advertisement

The company’s backers include BOND; Anthos Capital; FUSE, Ignition; Revolution; Sozo Ventures; and Voyager.

Source link

Advertisement
Continue Reading
Click to comment

You must be logged in to post a comment Login

Leave a Reply

Tech

PicoPal Is the Transparent Game Boy Color Remake Nobody Knew They Needed

Published

on

PicoPal Game Boy Color Handheld Mod Console
Gamers who remember sliding cartridges into their old Game Boy Color will feel right at home when they pick up the PicoPal. Its clear plastic shell displays all of the internal components while maintaining the classic shape and button layout of old. The small LEDs illuminate the directional pad and action buttons with customizable brightness, making them ideal for late-night gaming sessions when all you want to do is keep playing. And a 2.6-inch screen front and center displays lovely crisp colors on games that used to seem tiny on vintage Game Boys.



Hold the PicoPal and you’ll be surprised at how light and easy it is to slip into your pocket; it doesn’t feel like it’s going to bulge anytime soon. The buttons seem exactly right, with the firm tactile reaction that many players used to enjoy back then. The speakers are angled forward for good sound, but you can also use headphones if you prefer to be alone. A simple USB-C port on the side allows you to easily update and charge your device.

PicoPal Game Boy Color Handheld Mod Console
At the center of it all is a Raspberry Pi Pico 2 microcontroller. Some creative developers have managed to overclock it to 300 megahertz, allowing it to run through Game Boy and Game Boy Colour titles without lag. There’s a spare ESP32 chip ready for future wireless connections to be resolved. Games load directly from a microSD card, which can hold up to two terabytes if properly formatted, and the emulation software is based on some of the open-source projects available and appears to run everything just fine with a few tweaks to ensure it all works together smoothly across a wide range of titles.

PicoPal Game Boy Color Handheld Mod Console
It’s simple to navigate the menu and select a game, or to load up the last one right away, and you can even store your progress at any time and resume where you left off even if you turn the device off and on again. The deep sleep option preserves the last position you were in ready to go with little to no battery consumption. If you click one button when you turn it on, it can even function as a full-fledged MP3 player, streaming tunes directly from the same card with nice audio.

PicoPal Game Boy Color Handheld Mod Console
Battery life varies, however it can last anywhere from two to seventeen hours depending on screen brightness, volume, and whether the button lights are turned on or off. Most users appear to get approximately nine hours with the settings adjusted down slightly. There’s a decent solid DAC and amplifier combo that produces clean sound with no hiss or shaky bass. There’s even an IMU kicking around that can measure motion, possibly for future games or simply to show your G-forces during a vehicle journey.

PicoPal Game Boy Color Handheld Mod Console
Other nice touches include preserving screenshots as little files on the card and a fast-forward tool for sections that become repetitious. You may also choose from thirteen various color palettes or go with a lovely plain greyscale. With a rapid button combination, you can access the on-screen menu and change the brightness and other settings on the fly. The cartridge slot is now dormant, but there is plenty of area for future additions; you never know what they may come up with next.

PicoPal Game Boy Color Handheld Mod Console
For the truly dedicated makers, there are even more freebies, like a full open-source schematics firmware and a comprehensive bill of materials, allowing you to study the design, tweak the code, or even construct your own version. With future updates, you may expect the ESP32 to come to life for wireless connectivity and the like. Real-time clock support ensures that the time is kept accurate even after long interruptions.

Source link

Advertisement
Continue Reading

Tech

iOS 26.4 brings mood-based Music widgets to your iPhone’s home screen

Published

on

If you’ve ever unlocked your iPhone at midnight, looking for a sleep playlist while already half asleep, Apple’s iOS 26.4 can make life easier for you. 

The iOS 26.4 release candidate is here, and among several additions, it introduces something called Ambient Music widgets. These are mood-based playlists that you can play with a single tap on your home screen (on the widget). 

What moods can you choose from?

So, from now on, you don’t have to open the app, search for the required playlist, and go through the three-step journey through Apple Music’s menus. The widgets cover four broad mood categories: Chill, Productivity, Sleep, and Wellbeing. 

You also get two widget sizes to pick from: the smaller widget features just one playlist (of your choice), while the larger version gives you one-tap access to all four moods at once. Both widgets are built on the Ambient Music feature, which first appeared in the Control Center. 

However, now it rests front and center on your home screen, where it’s hard to miss. 

Advertisement

Can you customize what plays?

Yes, and Apple has made the process quite seamless. Apple includes built-in playlist presets for each mood. Sleep, for instance, offers options like Sleep Sound, Bedtime Beats, Sound Bath, and Plano Sleep. 

However, if the curated options aren’t your thing, you can set your own custom playlists by long-pressing the widget and tapping “Edit Widget.” And before you even ask, the Ambient Music widget only works with Apple Music; it won’t benefit Spotify users. 

The Ambient Music widgets are just a tiny part of the new iOS 26.4 update. The release candidate also brings a Playlist Playground feature, eight new emojis, urgent reminder flagging in the Reminders app, and a Purchase Sharing update for family users. 

Source link

Advertisement
Continue Reading

Tech

Microsoft is cutting down Copilot “bloat” in Windows 11

Published

on

Microsoft is starting to rethink how much AI it really needs inside Windows 11, and that rethink includes dialing back Copilot. As part of its broader push to improve Windows quality, the company is reducing the number of Copilot entry points across the OS and its apps.

According to Microsoft, this rollback will begin with apps like Photos, Notepad, Widgets, and the Snipping Tool, where Copilot integrations had started to feel excessive. The change is part of a wider shift in Microsoft’s strategy of moving away from aggressively embedding AI everywhere and toward integrating it only where it actually makes sense.

Why is Microsoft pulling back on Copilot?

Let’s be honest, most users weren’t exactly thrilled with Copilot integrations. Over the past year, Microsoft has pushed Copilot into almost every corner of Windows, from the taskbar to system apps and even experimental features like notifications. But that approach hasn’t landed well with everyone.

Critics have pointed out that Copilot often felt forced, difficult to remove, and not always useful, especially when it showed up in places users didn’t ask for. Even internally, Microsoft seems to be acknowledging the feedback. The new statement suggests the company is now aiming to be more “intentional” about where Copilot appears, focusing on genuinely helpful experiences instead of everywhere by default.

What exactly is changing in Windows 11?

The biggest shift is simple: less AI clutter. Microsoft is reducing Copilot integrations across multiple apps and has already scrapped or scaled back some planned features, including deeper system-level integrations in areas like Settings, notifications, and File Explorer.

Advertisement

This doesn’t mean Copilot is going away. Instead, the company wants it to feel more like a useful assistant rather than a constant presence. In practical terms, that could mean fewer pop-ups, fewer forced integrations, and more optional AI features. Recent updates also show Microsoft stepping back from automatically pushing Copilot into places like the Start menu or system notifications, signaling a broader course correction.

Source link

Continue Reading

Tech

4 Useful Apps Designed To Help Improve Your Health And Wellness

Published

on





Whether you recently got on a workout plan or you’re looking for ways to unwind after a stressful week at work, there are tons of workout apps out there that can aid you or even make your job easier. For instance, we’re all aware of the usual fitness-tracking apps that come bundled with the best smartwatches and budget fitness trackers. However, these apps are quite generic and can be overwhelming for those who are simply looking for assistance and don’t want to be shown random numbers and stats all over the screen. This is exactly why we went down the rabbit hole to find useful, interesting apps designed to help you manage your health and wellness.

These apps not only aid in improving your physical health but also prioritize your mental health. After all, both aspects are equally important. Moreover, the apps I’ve chosen make the journey fun rather than boring with attractive visuals, games, or even communities where users can interact with one another. I’ve used these apps personally for over a month to see if they had an impact on my sense of well-being. Instead of the usual bunch of apps like Strava and MyFitnessPal, I’ve included lesser-known apps with interesting and effective features. Moreover, all the apps mentioned on this list are platform-agnostic, so you can use them whether you’re on team Android or inside Apple’s walled garden.

Advertisement

Impulse

When it comes to overall wellness, we often sideline our mental health. That’s exactly where an app like Impulse (available on both Android and iOS) steps in. It is a brain-training platform designed to sharpen cognitive skills such as memory, attention, problem-solving, logic, and speed. But don’t fret, it isn’t rocket science or grueling academic work. Instead, Impulse replaces tedious study with a series of short, highly entertaining puzzle games. For instance, there are games where you arrange numbers in ascending order, memory tests asking you to recall if a particular tile had a ghost image, and various time-based challenges. Who wouldn’t like improving their brain health under the guise of fun?

The clean, user-friendly interface makes it the perfect game to play while commuting on the subway or just killing time waiting in a queue. I sometimes catch myself mindlessly scrolling on my phone, either watching TikTok or Instagram Reels. I started using Impulse to break this habit, and I can confidently say I am now much more mindful of my screen time. In an era dominated by doomscrolling and brain rot, replacing even a few minutes of that mindless screen time with something that actually keeps your mind sharp feels incredibly valuable.

Advertisement

While the app lets you play a few games for free, you’ll have to pay for the premium tier to get the full experience. The paid plan is where Impulse really shines. It completely removes ads, grants access to the entire library of games, and unlocks detailed progress-tracking so you can visualize your cognitive growth over time.

Advertisement

Hevy

While most smartwatches are good at tracking runs and other activities like cycling and swimming, they can’t log the specific weight you lifted or the number of times you repeated a certain exercise. Hevy solves that exact problem. It’s a clean, intuitive workout tracker that lets you log sets, reps, and weights with just a few taps. It even features automatic rest timers and plate calculators to take the mental math out of lifting.

I used to catch myself zoning out between sets, sometimes mindlessly refreshing my feed and losing track of time. Having Hevy open on my phone helps me focus on my workout and stops me from taking unnecessarily long breaks because I got distracted by my phone. Hevy offers a clean graphical chart of your workout, focus areas, weight lifted, and reps that you can share with your trainer or workout buddies.

The app offers a generous free tier, letting you log unlimited workouts and create a few staple routines. Most people will be happy using this, so you don’t really have to shell out any extra bucks. Hevy also has a smartwatch version, so you can use it straight from your wrist if you have an Apple Watch or a WearOS smartwatch. Among all the apps for weightlifters, Hevy stands out for its intuitive and straightforward interface. From bench presses to push-ups, this is my go-to app for logs. It’s among the best apps for health and fitness — as proven by excellent ratings on both the Google Play Store and Apple App Store.

Advertisement

Headspace

During your daily hustle, finding a quiet moment and making the most of it can be challenging. That’s where Headspace comes into the picture. It’s a beautifully designed mindfulness platform that gets rid of the intimidating, mystical elements of meditation and makes it approachable to the masses. Whether you are looking for a quick breathing exercise to improve concentration or a guided course on managing anxiety episodes, the app breaks everything down into easy-to-follow sessions.

Another issue with increasing screen time and workload is poor sleep quality. I’ve found that using Headspace’s “Sleepcasts” — which are basically soothing ambient stories — works wonders to quiet a racing mind. It acts as a much-needed buffer between staring at a screen and actually getting restful sleep.

Advertisement

The biggest catch with both the Android and iOS versions of Headspace, however, is the cost. While you can try out a handful of introductory basics for free, the app locks its best content behind a paywall. Upgrading gives you the keys to their massive library of multi-week mindfulness courses, sleep aids, and curated focus music. If you struggle to switch off your brain at the end of the day, it’s a highly polished tool that delivers.

Advertisement

Pausa

While long-term meditation is great, sometimes you just need immediate relief when you experience unexpected stress spikes. Pausa is built for exactly those moments. It is a no-nonsense breathwork app designed to help you regulate your nervous system with the help of conscious breathing patterns. Pausa uses science-backed respiratory patterns — like box breathing — to actively lower your heart rate when things get overwhelming.

The interface is minimalistic, and the instructions are easy to follow, which is exactly what you need when you are feeling anxious. I’ve noticed that during a chaotic day, especially when work notifications are piling up and I’ve reached the end of every social media feed, taking just 2 minutes to follow Pausa’s visual breathing guide has helped me feel a lot calmer. It even has an SOS button for sudden moments of panic.

Like the others, Pausa operates on a freemium model. The free tier on Android and iOS gives you access to basic breathing exercises that are perfectly fine for occasional use. However, to unlock the app’s full potential, you need the premium plan. The paid version opens up specialized breathing techniques, a mood tracker that recommends specific exercises based on exactly how you are feeling, and advanced statistics to monitor your daily stress levels over time.

Advertisement

How we picked these apps

Our aim was to recommend apps that are unique and not widely known. Most people are aware of the usual fitness tracking apps that can track how many calories you burn in a day or how many steps you take, but the apps mentioned on this list aren’t as popular, yet they address more than basic physical issues. I’ve also included apps available on the Apple Watch and WearOS smartwatches, so that those of you who like to leave your phones behind can also take advantage of these services. Notably, all the apps have an average rating of 4.2 or higher on their respective marketplaces, with most of them having hundreds of thousands of reviews.

Advertisement



Source link

Continue Reading

Tech

Widely used Trivy scanner compromised in ongoing supply-chain attack

Published

on

Hackers have compromised virtually all versions of Aqua Security’s widely used Trivy vulnerability scanner in an ongoing supply chain attack that could have wide-ranging consequences for developers and the organizations that use them.

Trivy maintainer Itay Shakury confirmed the compromise on Friday, following rumors and a thread, since deleted by the attackers, discussing the incident. The attack began in the early hours of Thursday. When it was done, the threat actor had used stolen credentials to force-push all but one of the trivy-action tags and seven setup-trivy tags to use malicious dependencies.

Assume your pipelines are compromised

A forced push is a git command that overrides a default safety mechanism that protects against overwriting existing commits. Trivy is a vulnerability scanner that developers use to detect vulnerabilities and inadvertently hardcoded authentication secrets in pipelines for developing and deploying software updates. The scanner has 33,200 stars on GitHub, a high rating that indicates it’s used widely.

“If you suspect you were running a compromised version, treat all pipeline secrets as compromised and rotate immediately,” Shakury wrote.

Advertisement

Security firms Socket and Wiz said that the malware, triggered in 75 compromised trivy-action tags, causes custom malware to thoroughly scour development pipelines, including developer machines, for GitHub tokens, cloud credentials, SSH keys, Kubernetes tokens, and whatever other secrets may live there. Once found, the malware encrypts the data and sends it to an attacker-controlled server.

The end result, Socket said, is that any CI/CD pipeline using software that references compromised version tags executes code as soon as the Trivy scan is run. Spoofed version tags include the widely used @0.34.2, @0.33, and @0.18.0. Version @0.35.0 appears to be the only one unaffected.

Source link

Advertisement
Continue Reading

Tech

Why Don’t The Prices Rise At The Same Rate?

Published

on





When the cost of oil goes up, immediate reactions among drivers in the U.S. vary from annoyed head shaking to full-blown panic mode, as people rush to the pumps before the price goes up. But while it’s easy to get wrapped up in the chaos, the question of why fuel prices don’t immediately increase as the oil does, can be tricky. In fact, the truth is nuanced.

The country’s existing gas supply provides a cushion from instant price hikes. This means gasoline stocks can delay price increases, preventing businesses from marking up their gas at the first sign of an oil price increase. Additionally, as long as oil refineries are running normally without disruptions, there’s no immediate pressure to raise prices. However, as supplies run thin and need to be restocked in one location to the next, you can expect a difference at the pump. This is also part of the reason why gas stations sometimes have different prices.

Other factors play a part in the price difference between oil and gasoline as well, including demand. That’s why you sometimes see gas prices increase with warm weather as more people hit the road. Seasonal variations, like the summer blend gas, are more expensive to produce because of their contents, which also impacts the price. The cost of refinery production can also fluctuate, because of different technology in some facilities. All of these factors go into what your gasoline will cost you.

Advertisement

Understanding gas prices beyond oil cost

Gasoline prices in the U.S. can vary by location, regardless of the relative cost of oil. As an example, prices tend to be higher in states and areas farther from oil refineries, ports, or pipelines. This is mostly due to transportation costs. There are also specific environmental requirements, like those in California, which causes the state’s gas to be completely different from the rest of the U.S. This affects the cost of production, storage, and distribution, thus resulting in higher prices at the pump.

But if a retailer increases their gas prices without a justifiable reason in the U.S., they could be subject to civil or criminal fines, depending on their location. Many U.S. states and territories have anti-price gouging laws in place, designed to prevent such premature markups. 

Advertisement

In fact, aside from taxes and regulation, the U.S. government only gets involved during major supply disruptions. This is done with the Strategic Petroleum Reserve which is the country’s emergency oil supply. The decision to release oil from the reserve is made by the President, under federal law. When this happens, the oil is sold into the market to help keep the supply stable. This means that while the government can intercede when things get tough, it doesn’t happen on a regular basis.



Advertisement

Source link

Continue Reading

Tech

City of Seattle awards $455k in ‘Technology Matching Fund’ grants to support digital equity efforts

Published

on

The TMF program is a partnership between the City of Seattle and community organizations improving digital literacy and skills for underserved communities. (City of Seattle Photo)

The City of Seattle is awarding $455,000 in Technology Matching Fund grants to help support 11 community organizations and their projects aimed at overcoming barriers to accessing and using technology.

The TMF grant program was started in 1997 to support community and nonprofit groups and improve digital equity. The Seattle Information Technology Dept. announced the list of winners on Thursday, which are expected to serve 20 different language groups by providing digital literacy training, devices, technical support, digital navigator services, and internet connectivity. 

“Too many of our neighbors have been left behind by the digital divide, creating challenges for them to get an education, a higher-paying job, or find communities and express themselves,” Seattle Mayor Katie Wilson said in a statement.

To receive funding, applicants must match at least 25% of their request with cash, volunteer time, or other contributions. The community match for this year’s projects totals $168,136.90. 

The program attracted 53 applications for grants this year. Comcast and T-Mobile are corporate contributors to this year’s grants.

Advertisement

2026 award recipients: 

  • Creation Culture, Youth Graphic Design Career Pipeline Program, $8,935 
  • Ada Developers Academy, Ada Build Live: Community, $45,000 
  • Horn of Africa Services, Digital Access and Navigation for East African Immigrants and Refugees, $45,000 
  • Chinese Information and Service Center, CISC’s Touch Screen Pilot Project, $44,928 
  • Per Scholas Seattle, Expanding Access to Technology Career Training in Seattle, $45,000 
  • Friends of Little Saigon, Little Saigon Small Business Digital Literacy Project, $44,979 
  • The IF Project, WE THRIVE Digital Access Initiative, $45,000 
  • Villa Communitaria, Familias Digitales en Acción, $45,000 
  • Asian Counseling and Referral Service, Digital Literacy for the Community at ACRS, $45,000 
  • Renaissance 21, Project She/Her/HEALTH by STGA, $45,000  
  • Solid Ground Washington, Internet Access for Residents Exiting Homelessness, $41,266  

Source link

Continue Reading

Tech

FBI links Signal phishing attacks to Russian intelligence services

Published

on

Signal

The FBI has issued a public service announcement warning that Russian intelligence-linked threat actors are actively targeting users of encrypted messaging apps such as Signal and WhatsApp in phishing campaigns that have already compromised thousands of accounts.

The FBI’s PSA is the first public attribution linking these campaigns directly to Russian intelligence services, rather than a broader description of just state hackers.

According to the FBI, the campaigns are designed to bypass the protections of end-to-end encryption in commercial messaging apps (CMAs), not by breaking encryption, but through account hijacks.

The FBI says the techniques used in these attacks can be applied to multiple CMAs but predominantly target Signal users.

Advertisement

Depending on the access they obtain, attackers can read private messages and contact lists, impersonate victims, and launch additional phishing campaigns as trusted people.

The FBI says the attacks have affected “thousands” of accounts worldwide and primarily target those with access to sensitive information.

“The activity targets individuals of high intelligence value, such as current and former U.S. government officials, military personnel, political figures, and journalists,” reads the FBI’s PSA.

The FBI’s attribution comes after earlier advisories from Dutch and French cybersecurity authorities that described similar account-hijacking operations.

Advertisement

Earlier this month, Dutch intelligence agencies warned that state-backed attackers were targeting Signal and WhatsApp users in phishing campaigns aimed at gaining access to secure communications.

The advisory highlighted that the attacks relied on tricking users into allowing attackers to add the account to their devices or link attacker-controlled devices to the account.

Today, France’s Cyber Crisis Coordination Center (C4) also published an alert about the same tactics targeting instant messaging platforms, stating the activity is widespread and ongoing across multiple countries.

Signal phishing attacks

All three advisories state that the phishing attacks follow the same tactic of bypassing the platform’s encryption by hijacking accounts or linking devices to an existing account.

Advertisement
Two different phishing methods seen targeting Signal
Two different phishing methods seen targeting Signal
Source: FBI

The FBI says that most phishing messages impersonate support accounts, which request that the target perform an action that secretly grants threat actors access to the account.

Victims are typically tricked into sharing verification codes or scanning malicious QR codes that link their accounts (Signal and WhatsApp) to attacker-controlled devices.

Samples of Signal phishing messages used in the phishing campaign
Samples of Signal phishing messages used in the phishing campaign
Source: France’s Cyber Crisis Coordination Center (C4) 

Once the threat actors gain access to accounts, they can silently monitor communications, join group chats, and send messages as the compromised user, making detection more difficult and enabling further phishing campaigns.

The PSA emphasizes that encryption in Signal, WhatsApp, and similar platforms is not broken and no vulnerabilities are being exploited.

The FBI says the campaign has already led to unauthorized access to thousands of messaging accounts, which were then used to target additional victims.

Users are advised to remain suspicious of unexpected messages, be wary of requests to scan QR codes or link devices to their accounts, and never share verification codes with anyone, including accounts claiming to be a platform’s support personnel.

Advertisement

Malware is getting smarter. The Red Report 2026 reveals how new threats use math to detect sandboxes and hide in plain sight.

Download our analysis of 1.1 million malicious samples to uncover the top 10 techniques and see if your security stack is blinded.

Source link

Continue Reading

Tech

FiiO DARKSIDE PRO Linear Power Supply Promises Cleaner, Low Noise Power for Desktop Hi-Fi Under $200

Published

on

FiiO isn’t just busy in 2026, it is borderline relentless. The company has already rolled out close to 20 new products this year, with a roadmap that stretches for pages. DACs, amps, streamers, dongles you name it. But buried in that flood of new gear is something far less flashy and arguably more important: the DARKSIDE PRO.

Because here is the reality most brands do not like to talk about. A lot of entry level and mid tier gear from FiiO, Topping, SMSL, Schiit, WiiM, Eversolo ships with pretty mediocre power supplies. Cheap switching adapters. Lightweight wall warts that get the job done, technically, but do not exactly help performance. Noise creeps in, dynamics flatten out, and the gear never quite sounds like it should.

The FiiO DARKSIDE PRO goes straight at that problem. It is a linear power supply designed to clean up the foundation of your system, not dress it up. And it does not just work with a handful of FiiO products, it is compatible with a wide range of DACs, headphone amps, and streamers from multiple brands, provided the voltage and current match.

fiio-darkside-pro-front-back

At $159, it is also not a major financial leap. Which is why it makes a lot of sense as a first upgrade, often more impactful than swapping cables, and sometimes enough to hold off on replacing the component entirely. I have already got one on order for the K11 R2R and a few other pieces on my desk. That probably tells you everything you need to know.

Advertisement

The DARKSIDE PRO is built to address something most desktop systems overlook until it becomes a problem: power quality. Instead of relying on a standard switching adapter, FiiO uses a linear power supply design, which is inherently better at reducing high-frequency noise and electrical interference that can bleed into sensitive audio circuits. That matters because DACs and headphone amplifiers don’t just amplify music—they amplify whatever noise is riding along with the power.

At the heart of the DARKSIDE PRO is a 75W toroidal transformer paired with a fully discrete voltage regulation stage. Toroidal transformers are preferred in audio applications because they generate less electromagnetic interference and deliver more stable current under load. The discrete regulation stage further refines that output, reducing ripple and ensuring that voltage remains consistent even when the connected device demands more current during dynamic passages.

The unit provides selectable 12V or 15V output with up to 3A of current, which makes it compatible with a wide range of desktop gear. That includes FiiO’s own DACs and amplifiers like the K11, K13 R2R, K7, and other low-voltage components, as well as third-party DACs, streamers, and headphone amps that rely on external DC power. The ability to switch voltage is not just about compatibility—it allows users to match the exact requirements of their gear, avoiding underpowering or unnecessary stress on the circuit.

fiio-darkside-pro-black-silver-stack

Performance-wise, the benefit comes down to lowering the noise floor and improving system stability. With less ripple and cleaner DC output, connected devices can operate closer to their intended design limits. That can translate into tighter bass control, cleaner transients, and improved low-level detail—not because the power supply “adds” anything, but because it removes interference that shouldn’t be there in the first place.

There’s also a practical advantage in current reserve. With up to 3A on tap, the FiiO DARKSIDE PRO avoids the bottlenecks that cheaper switching supplies can introduce when a system demands more instantaneous power. That helps prevent compression or softening of dynamic peaks, especially with more demanding headphones or complex music.

Advertisement

What makes the DARKSIDE PRO useful is its role as a system-level upgrade. It doesn’t change your gear—it lets your gear perform the way it was designed to. For users building around FiiO’s growing desktop ecosystem, it’s a logical companion piece. And for anyone running sensitive DACs or headphone amps on generic wall adapters, it’s one of the few upgrades that can improve everything downstream without touching the signal path itself.

FiiO K13 R2R: Architecture, Power, and Real Control

fiio-darkside-pro-under-k13-r2r
FiiO DARKSIDE PRO under K13 R2R

The K13 R2R has been a long time coming. First announced last September, it took a few extra months to actually land, but now that it’s here, the value proposition is a lot clearer.

Advertisement. Scroll to continue reading.

At its core is something you still almost never see at this price: a true, fully differential 24-bit resistor ladder DAC. FiiO’s four-channel design uses 192 precision thin-film resistors with tight tolerances, which isn’t just engineering flex—it directly improves linearity, channel balance, and low-level detail. The result is a presentation that feels more continuous and less clinical than the usual delta-sigma approach.

FiiO also gives you both NOS and OS modes, so you can choose between a smoother, more analog-leaning sound or something tighter and more technically precise. The DAC feeds a fully balanced amplifier capable of up to 2400mW per channel into 32 ohms, with low output impedance and multiple gain settings that make it flexible enough for everything from IEMs to planars.

Advertisement

On the digital side, it’s fully loaded: USB with up to 384kHz/32-bit PCM and DSD256 via XMOS, plus optical, coaxial, and I²S inputs, and Bluetooth 5.4 with LDAC for wireless. In other words, it covers just about every use case you’re likely to throw at a desktop unit in this range.

What makes the K13 R2R unique is obvious—the R2R DAC at $319. What matters just as much, though, is everything around it. Because here’s the part most people ignore: no DAC or headphone amp at this level reaches its potential on a cheap switching power supply. A better power source often delivers more meaningful gains than swapping cables—and in some cases, enough of an improvement that you don’t feel the need to upgrade the device at all.

Which is exactly why something like the FiiO DARKSIDE PRO exists in the first place.

fiio-darkside-pro-under-k13-r2r-desktop
FiiO DARKSIDE PRO under K13 R2R

The Bottom Line

The FiiO DARKSIDE PRO is for anyone running a DAC, streamer, or headphone amp on a basic wall adapter and wondering why it sounds a little flat. It makes sense because cleaner, more stable power can unlock performance you already paid for. At $159, it is a low risk upgrade that can deliver real gains without replacing your gear.

Advertisement

Where to buy:

For more information: fiio.com

Source link

Continue Reading

Tech

Anthropic Denies It Could Sabotage AI Tools During War

Published

on

Anthropic cannot manipulate its generative AI model Claude once the US military has it running, an executive wrote in a court filing on Friday. The statement was made in response to accusations from the Trump administration about the company potentially tampering with its AI tools during war.

“Anthropic has never had the ability to cause Claude to stop working, alter its functionality, shut off access, or otherwise influence or imperil military operations,” Thiyagu Ramasamy, Anthropic’s head of public sector, wrote. “Anthropic does not have the access required to disable the technology or alter the model’s behavior before or during ongoing operations.”

The Pentagon has been sparring with the leading AI lab for months over how its technology can be used for national security—and what the limits on that usage should be. This month, defense secretary Pete Hegseth labeled Anthropic a supply-chain risk, a designation that will prevent the Department of Defense from using the company’s software, including through contractors, over the coming months. Other federal agencies are also abandoning Claude.

Anthropic filed two lawsuits challenging the constitutionality of the ban and is seeking an emergency order to reverse it. However, customers have already begun canceling deals. A hearing in one of the cases is scheduled for March 24 in federal district court in San Francisco. The judge could decide on a temporary reversal soon after.

Advertisement

In a filing earlier this week, government attorneys wrote that the Department of Defense “is not required to tolerate the risk that critical military systems will be jeopardized at pivotal moments for national defense and active military operations.”

The Pentagon has been using Claude to analyze data, write memos, and help generate battle plans, WIRED reported. The government’s argument is that Anthropic could disrupt active military operations by turning off access to Claude or pushing harmful updates if the company disapproves of certain uses.

Ramasamy rejected that possibility. “Anthropic does not maintain any back door or remote ‘kill switch,’” he wrote. “Anthropic personnel cannot, for example, log into a DoW system to modify or disable the models during an operation; the technology simply does not function that way.”

He went on to say that Anthropic would be able to provide updates only with the approval of the government and its cloud provider, in this case Amazon Web Services, though he didn’t specify it by name. Ramasamy added that Anthropic cannot access the prompts or other data military users enter into Claude.

Advertisement

Anthropic executives maintain in court filings that the company does not want veto power over military tactical decisions. Sarah Heck, head of policy, wrote in a court filing on Friday that Anthropic was willing to guarantee as much in a contract proposed March 4. “For the avoidance of doubt, [Anthropic] understands that this license does not grant or confer any right to control or veto lawful Department of War operational decision‑making,” the proposal stated, according to the filing, which referred to an alternative name for the Pentagon.

The company was also ready to accept language that would address its concerns about Claude being used to help carry out deadly strikes without human supervision, Heck claimed. But negotiations ultimately broke down.

For the time being, the Defense Department has said in court filings that it “is taking additional measures to mitigate the supply chain risk” posed by the company by “working with third-party cloud service providers to ensure Anthropic leadership cannot make unilateral changes” to the Claude systems currently in place.

Source link

Advertisement
Continue Reading

Trending

Copyright © 2025