Tech
Terra Kaffe TK-02 Review – Trusted Reviews
Verdict
You’d be hard-pressed to find a machine that makes it easier to make drip coffee or espresso. The sleek and beautiful Terra Kaffe TK-02 grinds coffee beans — or you can use coffee grounds, if you prefer. The touchscreen is user friendly, and has presets for various types of coffee, ranging from Americano to espresso and latte, and you can even steam milk for hot chocolate. Prompts on the touchscreen provide reminders to rinse the milk machine, and empty the waste bin — and the machine can even be controlled via app. The Terra Kaffe TK-02 is quite expensive, but it’s also very versatile.
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Bean hopper/grinder -
Accepts coffee beans and pre-ground coffee -
Presets for a variety of espresso beverages and drip coffee -
Helpful on-screen prompts and instructions -
App enabled
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Milk carafe attaches by hose -
Pre-ground chute can be messy
Key Features
Introduction
I like options, and I have an entire kitchen cabinet shelf filled with bags of coffee beans and bags of ground coffee. And when I’m not testing new items, I usually have a coffee maker (that uses ground coffee) on one counter, and an espresso machine (that uses coffee beans) either right next to it, or on another counter.
With the Terra Kaffe TK-02, I can use coffee beans or ground coffee in the same machine, and I can also make espresso-based drinks and drip coffee. I don’t take this level of convenience lightly — I consider it game changing. If you’re in the market for a high-end espresso machine that has all of the bells of whistles, or you live in a household with coffee drinkers who don’t always agree on drip versus espresso drinks, this could be the machine for your needs.
Design and features
- Coffee bean hopper/grinder and pre-ground chute
- Milk carafe for frothing and steaming milk
- User-friendly interface and also app-enabled
The Terra Kaffe TK-02 arrived in a branded cardboard box. The box was moderately beat-up around the edges, but the contents were securely wrapped in Styrofoam, along with individual boxes and heavy plastic.
In addition to the machine, the box’s contents include a detachable power cord, milk carafe, milk hose, water filter, descaler, brewer cleaner, and manual.


Photo: mug and coffee
I also received a Terra Kaffe mug and a bag of Classico Coffee Co Dark Roast House Blend.


Parts of the machine include the 16-ounce bean hopper and the grinder settings can be adjusted. There’s also a pre-ground coffee chute, and a removable drip tray.
The front of the machine has magnetic parts to easily access and remove the water tank and the waste bin. I can also view the water tank without opening the door.


The hi-res 5-inch capacitive display is best described as foolproof. I can choose between drink settings, espresso profile, settings, cleaning, and sleep. The display also reveals such information as how many pucks are in the waste bin, as well as the status of the water level or drip tray (so I’ll know if it’s time to empty them), and the WiFi status.
Connecting to the app provides remote access to this information and controls. I can choose the drink type, and set an auto wake time. I can also customize my beverages. For example, I can create Terri’s Latte or Terri’s Drip, and then customize the dose (amount of coffee), volume, temperature, and grind size (coarser or finer). Since this information is also available on the touchscreen, it’s just easier for me to do it there.
Maintenance is also rather foolproof. The display panel (and the app) shows color-coded dots to note the cleaning status: green means no action is required, yellow means action is needed soon, and red means critical action is needed before brewing.
Performance
- Grinds well
- Brews a variety of beverages easily and quickly
- Frothing is spot-on
Photo: hopper and grinder
The bean hopper is 16 ounces. On the left back side of the hopper is the separate pre-ground coffee chute. I never drink non-decaf coffee more than two days in row (to avoid caffeine headaches). The separate hopper and chute allow me to switch to decaffeinated ground coffee – and try new flavors – without having to removing the existing beans from the hopper.


After filling the water tank, I ground some coffee beans and selected an espresso drink from the display panel. The machine heats up quickly and easily produced a rich-tasting drink with a foamy crema that was thick and delicious.


Next, I wanted to try out the steam function, so I attached the milk carafe and milk hose to make a latte. This is one of the first espresso machines I’ve tested that has an attached hose, and I thought it would be tedious to use. While it was initially weird, the process was quite simple. There’s a Hot Milk setting and a Froth Milk setting. After selecting Froth Milk, the system started and quickly heated and frothed the milk – which was delicious.


In my next test, I made an Americano drink. I was curious to see how the TK-02 would handle a larger, lighter coffee beverage, but it turned out well and was flavorful with a perfect crema layer as well.


In my final test, I made a regular cup of drip coffee using pre-ground coffee. It was delicious, as well. However, I had a small (and insignificant) problem in this area. While the chute is an adequate size, if I’m not paying attention, the coffee in the scooper would spill on the perimeter and I’d have to try to wipe/push it into the chute.
I used the TK-02’s presets for all of the drinks, since they didn’t disappoint. However, it’s good to know that the drinks can be customized as desired.
Maintenance and cleaning are relatively simple. The display prompts help greatly. For example, the Emptying Waste Bin prompt explains that the waste bin can be accessed from behind the left door (and recommends disposing of the coffee pucks in a compost or garden). Another alert comes on to clean the milk spout.
Should you buy it?
You want a high-end espresso machine with flexibility
This machine makes a variety of espresso drinks as well as drip coffee, and the milk steamer/frother works well.
You’re only going to make drip coffee
For the price, it might be a waste of the many other features to purchase it only to make coffee.
Final Thoughts
I was thoroughly impressed with the Terra Kaffe TK-02, which has a stylish, modern design, and is loaded with features that make the espresso machine easy to use. The intuitive display provides prompts to ensure you don’t forget the vital maintenance functions that keep the machine functioning well for years. In addition, being able to customize the strength, volume, and other settings, should satisfy even the most discriminating coffee drinker. Admittedly, this is one of the most expensive espresso machines, so that’s certainly a factor that much be considered, especially if you’re on a budget.
How we test
We test every coffee machine we review thoroughly over an extended period of time. We use industry-standard tests to compare features properly. We’ll always tell you what we find. We never, ever, accept money to review a product.
Find out more about how we test in our ethics policy.
- Used as our main coffee machine for the review period
- Tested for at least a week
- We roast our own beans for regular coffee machines, so we can fairly compare each machine; pod machines are tested with a variety of compatible capsules
- Depending on capabilities, we test each machine’s ability to make espresso and cappuccino
FAQs
No, Terra Kaffe advises against washing the milk carafe, water tank, drip tray, waste bin, drip tray cover, hopper cover, and pre-ground chute cover in the dishwasher.
Select the Cleaning menu, and then select the Clean Brew Unit cycle. If the problem persists, go to the Espresso Profile Menu and increase the grind size.
Test Data
Full Specs
| Terra Kaffe TK-02 Review | |
|---|---|
| USA RRP | $1995 |
| Manufacturer | – |
| Size (Dimensions) | 10.4 x 17.5 x 14.3 INCHES |
| Weight | 29.5 LB |
| Release Date | 2025 |
| First Reviewed Date | 14/02/2026 |
| Model Number | Terra Kaffe TK-02 |
| Coffee Machine Type | Bean-to-cup |
| Integrated grinder | Yes |
| Cup warmer | Yes |
| Number of boilers | 1 |
| Milk frothing | Yes (automatic) |
Tech
Axios npm hack used fake Teams error fix to hijack maintainer account
The maintainers of the popular Axios HTTP client have published a detailed post-mortem describing how one of its developers was targeted by a social engineering campaign linked to North Korean hackers.
This follows the threat actors compromising a maintainer account to publish two malicious versions of Axios (1.14.1 and 0.30.4) to the npm package registry, triggering a supply chain attack.
These releases injected a dependency named plain-crypto-js that installed a remote access trojan (RAT) on macOS, Windows, and Linux systems.
The malicious versions were available for roughly three hours before being removed, but systems that installed them during that period should be considered compromised, and all credentials and authentication keys should be rotated.
The Axios maintainers said they have wiped affected systems, reset all credentials, and are implementing changes to prevent similar incidents.
The Google Threat Intelligence Group has since linked this attack to North Korean threat actors tracked as UNC1069.
“GTIG attributes this activity to UNC1069, a financially motivated North Korea-nexus threat actor active since at least 2018, based on the use of WAVESHAPER.V2, an updated version of WAVESHAPER previously used by this threat actor,” explains Google.
“Further, analysis of infrastructure artifacts used in this attack shows overlaps with infrastructure used by UNC1069 in past activities.”
Targeted in a social engineering attack
According to a post-mortem, the compromise began weeks earlier through a targeted social engineering attack on the project’s lead maintainer, Jason Saayman.
The attackers impersonated a legitimate company, cloned its branding and founders’ likenesses, and invited the maintainer into a Slack workspace designed to impersonate the company. Saayman says the Slack server contained realistic channels, with staged activity and fake profiles that posed as employees and other open-source maintainers.
“They then invited me to a real slack workspace. this workspace was branded to the companies ci and named in a plausible manner,” explained Saayman in a post to the post-mortem.
“The slack was thought out very well, they had channels where they were sharing linked-in posts, the linked in posts i presume just went to the real companys account but it was super convincing etc. they even had what i presume were fake profiles of the team of the company but also number of other oss maintainers.”
The attackers then scheduled a meeting on Microsoft Teams that appeared to include numerous people.
During the call, a technical error was displayed, claiming that something on the system was out of date, prompting the maintainer to install a Teams update to fix the error. However, this fake update was actually RAT malware that gave threat actors remote access to the maintainer’s device, allowing them to obtain the npm credentials for the Axios project.
Other maintainers reported similar social engineering attacks, where the threat actors tried to get them to install a fake Microsoft Teams SDK update.
This attack is similar to a ClickFix attack, in which victims are shown a fake error message and then prompted to follow troubleshooting steps that deploy malware.
This attack also mirrors previous campaigns reported by Google’s threat intelligence teams, in which North Korean threat actors tracked UNC1069 used the same tactics to target cryptocurrency firms.
In previous campaigns attributed to the UNC1069 threat actor, the threat actors would deploy additional payloads on devices, such as backdoors, downloaders, and infostealers designed to steal credentials, browser data, session tokens, and other sensitive information.
Since the attackers gained access to authenticated sessions, MFA protections were effectively bypassed, allowing access to accounts without having to re-authenticate.
The Axios maintainers confirmed that the attack did not involve modifying the project’s source code, but instead relied on injecting a malicious dependency into otherwise legitimate releases.
Pelle Wessman, a maintainer of numerous open-source projects, including the popular Mocha framework, posted on LinkedIn that he was targeted in the same campaign and shared a screenshot of a fake RTC connection error message used to trick targets into installing malware.

Source: Pelle Wessman
When Wessman refused to install the app, the threat actors tried to convince him to run a Curl command.
“When it became clear that I wouldn’t run the app and we had chatted back and forth on website and chat app they made one final desperate attempt and tried to get me to run a curl command that would download and run something, then when I refused they went dark and deleted all conversations,” explained Wessman.
Cybersecurity firm Socket also reported that this was a coordinated campaign that has begun targeting maintainers of popular Node.js projects.
Multiple developers, including maintainers of widely used packages and Node.js core contributors, reported receiving similar outreach messages and invitations to Slack workspaces operated by the attackers.
Socket noted that these maintainers are responsible for packages with billions of weekly downloads, demonstrating that the threat actors focused on high-impact projects.
“Since we published our initial analysis of the axios compromise, a deep dive into its hidden blast radius, and a report on the maintainer confirming it was social engineering, maintainers across the Node.js ecosystem have come out of the woodwork to report that they were targeted by the same social engineering campaign,” explained Socket.
“The accounts now span some of the most widely depended-upon packages in the npm registry and Node.js core itself, and together they confirm that axios was not a one-off target. It was part of a coordinated, scalable attack pattern aimed at high-trust, high-impact open source maintainers.”
Socket said the campaign followed a consistent pattern, with the threat actors first making contact through platforms like LinkedIn or Slack and then inviting recipients into private or semi-private workspaces.
After building rapport with the target, the threat actors scheduled video calls, which in some cases were conducted through sites impersonating Microsoft Teams and other platforms.
During these calls, an error message would be displayed to the targets, which prompted them to install “native” desktop software that works better or run commands to fix the technical issues.
The same playbook used against all these targets during the same time period indicates this was a coordinated campaign rather than a series of one-off attacks.
The Socket researchers say that these types of supply chain attacks are becoming more common, with attackers now focusing on widely used packages to cause widespread impact.
Tech
Before Webcomics: Selling Political Cartoons On BBSes In 1992
Slashdot reader Kirkman14 writes: A year before the Web opened to the public, Texas entrepreneur Don Lokke was trying to syndicate weekly political cartoons to bulletin board systems. His “telecomics,” as he called them, represent an overlooked early experiment in online comics.
Lokke launched his main series, “Mack the Mouse” at the height of the 1992 Clinton-Bush-Perot presidential race. His mouse protagonist voiced the frustrations felt by everyday Americans about rising taxes and the recession.
Lokke gave away “Mack” for free, but sold subscriptions to his other telecomics, betting sysops would pay for exclusive content. The timing wasn’t crazy: enthusiasm for BBSes as an industry was surging, with conferences like ONE BBSCON promoting “BBSing for profit.”
But the Web soon deflated those hopes, and Lokke left BBSes behind in 1995. Decades later, about half of his nearly 300 telecomics were recovered and preserved on 16colors.
Tech
Sonos Play Review: Performance Meets Convenience
It’s smaller and more portable than the brutish Move, yet large enough to sound much fuller than the pint-sized Roam. It can sit fixed on its charging cradle to rival the homebound Sonos Era 100, or follow you anywhere. In other words, it’s the epitome of Sonos versatility, and now that it’s working properly, it’ll be hard to pass up.
Play On
Opening the Play’s brown cardboard packaging feels equal parts Scandi minimalism and sustainability, in line with recent releases like the Arc Ultra soundbar. Inside, a white acoustic wrapping gives way to a stout tubular speaker with a rubberized loop attached, measuring 7.6 x 4.4 x 3 inches and weighing just under 3 pounds. You’ll also find simple setup instructions and a wireless charging stand, but no wall adapter. You’ll need one that can supply at least 9 volts and 2 amps (18 watts), but a 15-volt, 3-amp (45-watt) model is recommended for “optimal” charging. Sonos says the adapter omission is about reducing e-waste, but will happily sell you one for $29.
Otherwise, the Sonos app is all you need to get going. After the obligatory firmware update, my Play was streaming on my home network in minutes. Sonos hosts over 100 streaming services directly, and you can also stream over third-party services like Spotify Connect, Tidal Connect, Apple AirPlay, and more. You’ll find the speaker as its own “Room” on the app’s main page, where you can swipe up to group it with other Sonos products on your network, or go into the settings to tweak options like EQ, Room name (important if you have more than one Play), and Sonos Trueplay to auto-adjust the sound to your environment.
You’ll also find a Battery Saver toggle, which is set by default to shut down the power when it’s idle for too long. It’s this feature that, according to Sonos, caused my connection woes as I tested the speaker’s 24-hour battery claim. Sonos says it identified the root cause, and after the firmware update I’ve let the speaker power down multiple times, with no further network disruptions over a week of extra testing.
Photograph: Ryan Waniata
Tech
Unpacking Peter Thiel’s big bet on solar-powered cow collars
Founders Fund has made its name backing what Peter Thiel calls “zero to one” companies — businesses that don’t just improve on existing ideas but create something entirely new. Its portfolio includes Facebook, SpaceX, and Palantir. Its latest bet is a New Zealand startup that puts solar-powered smart collars on cows.
Halter, which closed a $220 million Series E at a $2 billion valuation last month, with Founders Fund leading the round, isn’t the kind of company that tends to dominate technology headlines. There is no agentic AI involved, no humanoid robots. There is, however, a very large and largely unsolved problem: How do you manage cattle spread across some of the most remote terrain on earth, without dogs, horses, motorbikes, or helicopters?
Craig Piggott, Halter’s 30-year-old founder and CEO, has spent nine years working on an answer. “If you manage a pasture-based farm, whether it’s dairy or beef, the most important variable is how you manage the productivity of your land,” Piggott told TechCrunch in a recent interview. “Fences are the lever — they control where animals graze and how you rest the land. Being able to do that virtually just made a lot of sense.”
The system Halter has built combines a solar-powered collar, a network of low-frequency towers, and a smartphone app to let farmers create virtual fences, monitor every animal around the clock, and move their herds without ever leaving the farmhouse. Cattle are trained to respond to audio and vibration cues from the collar — a process Piggott that likens to the way a car beeps as it approaches a wall while parking. Most animals, he says, learn within three interactions with a virtual fence. “Then you’re able to guide them and shift them around on sound and vibration alone.”
The collar does more than herd. Because it is always on and collecting behavioral data, it also tracks animal health, monitors fertility cycles, and flags when individual animals may be sick, capabilities that Piggott says have improved dramatically as Halter has accumulated what is likely the world’s largest dataset of cattle behavior. The company is now on its fifth generation of hardware, and its reproduction product is currently in beta with U.S. customers.
“The product that ranchers use today is radically different to what they bought a year ago,” Piggott said. “Every week, we’re releasing new things to our customers.”
Piggott grew up on a dairy farm in New Zealand before studying engineering and landing a brief stint at Rocket Lab, the rocket company that gave him his first glimpse of what a technology startup could be. “Rocket Lab was kind of my introduction to technology and startups and the world of venture capital,” he said. “Realizing you could raise money, hire a team, and chase an ambitious mission was inspiring. I wanted to do that in agriculture.” He started Halter at 21. “Probably a bit naive in hindsight,” he acknowledged, “but that was fine.”
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Nine years later, Halter’s collar is on more than a million cattle across more than 2,000 farms in New Zealand, Australia, and the United States, where the company operates in 22 states. The financial proposition for farmers is straightforward: By giving ranchers precise control over where their herds graze, Halter can lift the productivity of their land by as much as 20% — not by saving labor costs (though that happens, too), but by ensuring cattle graze more efficiently and leave less grass behind. “In some cases, we see customers literally doubling the output off their land,” Piggott said. “The upper ceiling for returns is very, very strong.”
Halter isn’t alone in spying the opportunity. Pharmaceutical giant Merck already makes its own virtual fencing system for cattle, called Vence, and newer entrants are circling too — at Y Combinator’s most recent “demo day,” a startup called Grazemate presented a vision for herding cattle with autonomous drones (no collars necessary).
Piggott seems unbothered by either. Asked about drones, he answers: “Can I see drones playing some small part in the future? Probably. But I don’t think a drone is the right form factor for the core fencing element of virtual fencing. A collar will probably be the right form factor for a very long period of time.” And as for the bigger competitive picture, he argues the real obstacle isn’t rival technology at all. “The biggest competition is just not changing anything,” he said. “It’s doing what you did last year.”
What sets Halter apart, Piggott argues, is the sheer engineering difficulty of what it has spent nine years solving — a system managing a thousand animals needs to be reliable to many nines of uptime, because even a 1% failure rate means ten animals out at any given time. “Chasing those many nines of reliability takes time,” he said, “and that long tail is what we proved out in New Zealand over many years before we started to expand globally.”
Halter is also something of an outlier in the agricultural technology sector, which has slumped in recent years as startups struggled to persuade farmers to adopt new products while managing high operational costs. Piggott attributes Halter’s traction to its relentless focus on financial return. “From day one, Halter has been built around a really strong financial ROI,” he said. “If you can lift the productivity of land by 20%, that flows through the entire business.”
Unlike most technology companies, Halter doesn’t view the United States as the center of its universe. “The U.S. market is important for us, but it’s not the world’s biggest market,” Piggott said. “Agriculture is spread around the world, and we need to get there too.” The company has now raised roughly $400 million in total and is prioritizing expansion across the U.S., South America, and Europe.
But the scale of the remaining opportunity is perhaps best captured in a single number — one that no doubt resonated with Founders Fund and Halter’s earlier backers, too. Halter’s collar is on one million cattle, while there are one billion more in the world. With less than 10% penetration in its home market of New Zealand alone, “We have a long way to go, and a lot of product still to build,” Piggott said.
You can listen to our conversation with Piggott on this newest episode of the StrictlyVC Download podcast, which drops Tuesdays.
Tech
The Trump Administration Is Trying To Steal $21 BIllion Earmarked For Better Broadband
from the another-day-in-paradise dept
A quick refresher: there was originally $42.5 billion in broadband grants headed to the states thanks to the 2021 infrastructure bill most Republicans voted against (yet routinely try to take credit for among their constituents).
But after taking office this second time, the Trump administration rewrote the grant program’s guidance to eliminate provisions ensuring the resulting broadband is affordable to poor people, and to ensure that Elon Musk and Jeff Bezos gets billions in new broadband subsidies for their fledgling satellite broadband networks.
Money given to Bezos and Musk is money not spent on better, faster, local fiber optics (especially popular community owned networks). A serious broadband policy would ensure that open access fiber is the priority, followed by wireless, with satellite filling the gaps. Satellite was never intended to be the primary delivery mechanism for broadband, because of obvious congestion and capacity constraints.
The Trump NTIA is doing all of this under the pretense that giving taxpayer money to billionaires (for satellite service they already planned to deploy) instead of spending it on high quality fiber is “saving taxpayers money.” That’s generally resulted in widespread delays for this BEAD (Broadband, Equity, Access and Deployment) program, despite Republicans spending much of last election season complaining this program was taking too long.
The Trump NTIA hijacking of the program has also created a $21 billion pool of “non deployment funds” made up of the fake savings Republicans claim they created by screwing up the program. There’s a looming fight emerging over what happens to that money. Congress and the infrastructure law specifically states this money is supposed to be dedicated to expanding broadband access.
States would obviously like to use this money either for broadband, or for local infrastructure. But you get the sense that this giant wad of cash is very tempting for the Trump administration to just hijack and use as an unaccountable slush fund, doled out to its most loyal red state allies (or just kept by the “Treasury”).
After delays and excuses extended in to last summer, the Trump NTIA was supposed to provide guidance for states on how this money could be used earlier this month, but has been a no show:
“Under pressure from senators at an appropriations hearing, Commerce Secretary Howard Lutnick last month sought to calm fears when he said that so-called “non-deployment” funds under the Broadband Equity, Access and Deployment, or BEAD, program would not be rescinded.
But with no guidance so far from the department’s National Telecommunications and Information Administration, which was expected but delayed this week, lawmakers and others are pushing to have their voice heard on exactly how states will be able to use the $21 billion pot of money.”
It’s not clear if states can trust the word of Lutnick (who’s been a little distracted by Epstein allegations). The Trump administration has threatened (quite illegally) to withhold BEAD funding entirely from states that attempt to stand up to telecom monopolies or insist that taxpayer-funded broadband is affordable. There were also several initiatives to withhold BEAD funds if states tried to regulate AI.
Unsurprisingly, many states are afraid to be honest about what a cock up this whole hijacking has been in the press for fear of losing billions in potential (and already technically awarded) funding.
There’s a real potential here that taxpayer money that was originally earmarked for future-proof, ultra-fast fiber network is going to be repurposed into a general free for all slush fund that gets redirected to whoever praises the Trump administration the most. And I wouldn’t be surprised that this ultimately results in state lawsuits against the federal government for redirecting funds.
“I think the state officials who think they’re going to be made whole, need to reread the Merchant of Venice, because [NTIA boss Arielle] Roth is coming for her pound of flesh,” Sascha Meinrath, Palmer Chair in Telecommunications at Penn State University, told me in an email. “I wouldn’t be at all surprised if it’s operationalized in a way to directly target or disadvantage blue states — whether in what it does, or what’s tied to the acceptance of the funding.”
One last side note: last election season the “abundance” folks like Ezra Klein spent ample time parroting GOP criticism of the admitted delays and problems with this BEAD program (ignoring why the program took so long, as well as other examples of similar broadband grant programs from the same year doing well) as an example of a Democratic bureaucratic dysfunction.
But I’ve noticed that since Trump hijacked the program, introduced massive delays, redirected billions to billionaires, and even tried to run off with half the funding, the subject hasn’t been revisited by Klein since. Quite generally (since infrastructure just doesn’t get those clicks) the press coverage of this whole mess has ranged from nonexistent to positively tepid.
Filed Under: bead, broadband, elon musk, fiber, ntia, satellite, taxpayers, telecom
Tech
Why the Wyze Cam Pan V4 4K Security Camera Earns a Spot on Your Wall or Desk

Security cameras have become commonplace in many neighborhoods, but their footage frequently leaves us scratching our heads and wondering what actually happened. That’s where the Wyze Cam Pan V4, priced at $45 (was $60), comes in, and its straightforward objective is to provide footage that will make sense later on. The camera records in sharp 4K (3840 by 2160 pixels each frame), so you may expect clear images of faces, clothes, license plates, and so on.
Movement tracking feels just as practical, with a 360-degree pan and 180-degree tilt that allows one camera to scan a whole room or yard with no blind spots. The base glides smoothly, while the head tilts up and down on demand, allowing you to define unique ‘waypoints’ that cause the camera to sweep over crucial locations at certain intervals. The AI tracking adds another dimension by following people, dogs, and vehicles, ignoring things like shifting leaves and focusing on what you want to see. Tests show that it can detect a person crossing the driveway and maintain them in view long enough to see all of their features and actions.
Sale
WYZE Cam Pan v4, 4K Smart Security Camera, AI Indoor/Outdoor Cameras for Home Security, Baby & Pet, Color…
- 4K Ultra HD Clarity with 360° Pan and 180° Tilt Coverage – Experience crystal-clear monitoring day and night with a wide field of view and remote…
- AI-Powered Motion Tracking for Pets & People – Next-gen CPU with integrated NPU enables faster processing and enhanced AI capabilities. Automatically…
- Robust Indoor/Outdoor Durability – Place your camera in or out, right-side up, up-side down, with an IP65 weather rating, this outdoor security camera…
Night vision doesn’t let you down either, with conventional infrared providing a basic view, but the built-in flashlight illuminates in full color when motion is detected. A built-in starlight sensor helps to keep the image from becoming hazy even when the light is not turned on yet. Clips shot in the evening or at night are just as clear as those made during the day, and users who put the camera near the front entrance or garage were able to identify delivery drivers and visitors without having to guess who they were.
Amazon Basics microSDXC Memory Card with Full Size Adapter, A2, U3, Read Speed up to 100 MB/s, 256GB…
- Universal Compatibility — NOT for Nintendo Switch 2, but Compatible with Nintendo Switch. Works seamlessly with GoPro/action cams, DSLRs, drones…
- Reliable Real-World Capacity – Labeled Capacities/Usable Capacities: 64GB/≥58GB; 128GB/≥116GB; 256GB/≥232GB; 512GB/≥465GB; 1TB/≥908GB (Due…
- 4K & Full HD Ready — Optimized for high-bitrate video recording and burst-mode photography. Handles RAW files, time-lapse sequences, and smooth 4K…
Storage is quite versatile and inexpensive: simply insert a microSD card (up to 512GB) and the camera will record continuously. The good news is that there is no monthly price for this option, as the card will last you several weeks depending on the size you choose. The Wyze app is also quite simple to use: you can go through your timeline and access quick filters for event replay. With two-way audio, you may quickly communicate with the person being recorded and even sound a loud siren if you notice something wrong.
Setup is fast; simply plug in the 6ft USB-C cable, connect to Wi-Fi, and follow the app steps via Bluetooth. It works equally well indoors and outside when combined with the optional outdoor power adaptor, and it has an IP65 designation, allowing it to withstand some rain and dust. It can also withstand temperatures ranging from minus 10 to plus 40 degrees, so you can place it anyplace without worrying about it melting or freezing.
Tech
Are Employers Using Your Data To Figure Out the Lowest Salary You’ll Accept?
MarketWatch looks at “surveillance wages,” pay rates “based not on an employee’s performance or seniority, but on formulas that use their personal data, often collected without employees’ knowledge.”
According to Nina DiSalvo, policy director at labor advocacy group Towards Justice, some systems use signals associated with financial vulnerability — including data on whether a prospective employee has taken out a payday loan or has a high credit-card balance — to infer the lowest pay a candidate might accept. Companies can also scrape candidates’ public personal social-media pages, she said…
A first-of-its-kind audit of 500 labor-management artificial-intelligence companies by Veena Dubal, a law professor at University of California, Irvine, and Wilneida Negrón, a tech strategist, found that employers in the healthcare, customer service, logistics and retail industries are customers of vendors whose tools are designed to enable this practice. Published by the Washington Center for Equitable Growth, a progressive economic think tank, the August 2025 report… does not claim that all employers using these systems engage in algorithmic wage surveillance. Instead, it warns that the growing use of algorithmic tools to analyze workers’ personal data can enable pay practices that prioritize cost-cutting over transparency or fairness…
Surveillance wages don’t stop at the hiring stage — they follow workers onto the job, too. The vendors that provide such services also offer tools that are built to set bonus or incentive compensation, according to the report. These tools track their productivity, customer interactions and real-time behavior — including, in some cases, audio and video surveillance on the job. Nearly 70% of companies with more than 500 employees were already using employee-monitoring systems in 2022, such as software that monitors computer activity, according to a survey from the International Data Corporation. “The data that they have about you may allow an algorithmic decision system to make assumptions about how much, how big of an incentive, they need to give to a particular worker to generate the behavioral response they seek,” DiSalvo said.
The article notes that Colorado introduced the “Prohibit Surveillance Data to Set Prices and Wages Act” to ban companies from setting pay rates with algorithms that use payday-loan history, location data or Google search behavior for algorithmically set.
Thanks to long-time Slashdot reader sinij for sharing the article.
Tech
Ursula K. Le Guin’s blog has been turned into a podcast
For those who will never tire of the words of Ursula K. Le Guin, a special treat is on the way. The esteemed late author’s blog, which she started in 2010 at the age of 81, is being rereleased as a podcast, In Your Spare Time. Le Guin’s blog ran until 2017, and a book collecting a selection of those posts was published that year. But, the podcast will include everything: essays, poems and “even the ones that are mostly cat pictures,” according to the announcement. The first episode will be released April 8 on Apple Podcasts, Spotify and other platforms.
From Le Guin’s official Instagram account, which is managed by her estate:
We always wanted to hear a version of the blog that includes every single post, even the ones that are mostly cat pictures. So for the next two years and change, we’ll release an episode every Wednesday. Each episode features a different reader of Ursula’s text, and each reader adds their own thoughts—about their relationship with Ursula and her work, or about the specific topic of the post, or whatever catches their fancy.
You can listen to a trailer here ahead of the first episode’s release this week. Post zero, “A Note at the Beginning,” will be read by David Mitchell.
Tech
The Social Media Addiction Verdicts Are Built On A Scientific Premise That Experts Keep Telling Us Is Wrong
from the we-keep-seeing-this-over-and-over dept
Last week, I wrote about why the social media addiction verdicts against Meta and YouTube should worry anyone who cares about the open internet. The short version: plaintiffs’ lawyers found a clever way to recharacterize editorial decisions about third-party content as “product design defects,” effectively gutting Section 230 without anyone having to repeal it. The legal theory will be weaponized against every platform on the internet, not just the ones you hate. And the encryption implications of the New Mexico decision alone should terrify everyone. You can read that post for more details on the legal arguments.
But there’s a separate question lurking underneath the legal one that deserves its own attention: is the scientific premise behind all of this even right? Are these platforms actually causing widespread harm to kids? Is “social media addiction” a real thing that justifies treating Instagram like a pack of Marlboros? We’ve covered versions of this debate in the past, mostly looking at studies. But there are other forms of expert analysis as well.
Long-time Techdirt reader and commenter Leah Abram pointed us to a newsletter from Dr. Katelyn Jetelina and Dr. Jacqueline Nesi that digs into exactly this question with the kind of nuance that’s been almost entirely absent from the mainstream coverage. Jetelina runs the widely read “Your Local Epidemiologist” newsletter, and Nesi is a clinical psychologist and professor at Brown who studies technology’s effects on young people.
And what they’re saying lines up almost perfectly with what we’ve been saying here at Techdirt for years, often to enormous pushback: social media does not appear to be inherently harmful to children. What appears to be true is that there is a small group of kids for whom it’s genuinely problematic. And the interventions that would actually help those kids look nothing like the blanket bans and sweeping product liability lawsuits that politicians and trial lawyers are currently pursuing. And those broad interventions do real harm to many more people, especially those who are directly helped by social media.
Let’s start with the “addiction” question, since that’s the framework on which these verdicts were built. Here’s Nesi:
There is much debate in psychology about whether social media use (or, really, any non-substance-using behavior outside of gambling) can be called an “addiction.” There is no clear neurological or diagnostic criteria, like a blood test, to make this easy, so it’s up for debate:
- On one hand, some researchers argue that compulsive social media use shares enough features (loss of control, withdrawal-like symptoms, continued use despite harm) to warrant the diagnosis for treatment.
- Others say the evidence for true neurological dependency is still weak and inconsistent because research relies on self-reported data, findings haven’t been replicated, and many heavy users don’t show true clinical impairment without pre-existing issues.
Her bottom line is measured and careful in a way that you almost never hear from the politicians and lawyers who claim to be acting on behalf of children:
Here’s my current take: There are a small number of people whose social media use is so extreme that it causes significant impairment in their lives, and they are unable to stop using it despite that impairment. And for those people, maybe addiction is the right word.
For the vast majority of people (and kids) using social media, though, I do not think addiction is the right word to use.
That’s a leading expert on technology and adolescent mental health, someone who has personally worked with hospitalized suicidal teenagers, telling you that for the vast majority of kids, “addiction” is the wrong word. And she has a specific, evidence-based reason for why that distinction matters — one that should be of particular interest to anyone who actually wants platforms held accountable for the kids who are being harmed.
Nesi argues that overusing the addiction label doesn’t just lack scientific precision. It actively weakens the case for meaningful platform accountability:
Preserving the precision of the addiction label — reserving it for the small number of kids whose use is genuinely compulsive and impairing — actually strengthens the case for platform accountability, rather than weakening it. It’s that targeted claim that has driven legal action and regulatory pressure. Expanding it to average use shifts focus from systemic design fixes to individual diagnosis, and dilutes the very argument that holds platforms responsible.
This is a vital point that runs counter to the knee-jerk reactions of both the trial lawyers and the moral panic crowd. If you say every kid using social media is an addict, you’ve made the concept of addiction meaningless, and you’ve made it dramatically harder to identify and help the kids who are actually suffering. You’ve also given platforms an easy out: if everyone’s addicted, then it’s just a feature of how humans interact with technology, and nobody is specifically responsible for anything. Precision is what creates accountability. Vagueness destroys it.
We highlighted something similar back in January, when a study published in Nature’s Scientific Reports found that simply priming people to think about their social media use in addiction terms — such as using language from the U.S. Surgeon General’s report — reduced their own perceived control, increased their self-blame, and made them recall more failed attempts to change their behavior. The addiction framing itself was creating a feeling of helplessness that made it harder for people to change their habits. As the researchers in that study put it:
It is impressive that even the two-minute exposure to addiction framing in our research was sufficient to produce a statistically significant negative impact on users. This effect is aligned with past literature showing that merely seeing addiction scales can negatively impact feelings of well-being. Presumably, continued exposure to the broader media narrative around social media addiction has even larger and more profound effects.
So we’re stuck with a situation where the dominant public narrative — “social media is addicting our children” — appears to be both scientifically imprecise and actively counterproductive for the people it claims to help. That’s a real problem. And it would be nice if the moral panic crowd would start to recognize the damage they’re doing.
None of this means there are no risks. Nesi is quite clear about that, drawing on her own clinical work:
A few years ago, I ran a study with adolescents experiencing suicidal thoughts in an inpatient hospital unit. Many of the patients I spoke to had complex histories of abuse, neglect, bullying, poverty, and other major stressors. Some of these patients used social media in totally benign, unremarkable ways. A few of them, though, were served with an endless feed of suicide-related posts and memes, some romanticizing or minimizing suicide. For those patients, it would be very hard to argue that social media did not contribute to their symptoms, even with everything else going on in their lives.
Nobody who has paid serious attention to this issue disputes that. There are kids for whom social media is a contributing factor in genuine mental health crises. The question has always been whether that reality justifies treating social media as an inherently dangerous product that harms all children — the premise on which these lawsuits and legislative bans are built.
The evidence consistently says no. When it comes to whether social media actually causes mental health issues, the newsletter is direct:
The scientific community has substantial correlational evidence and some, but not much, causal evidence of harm. Studies that randomly assigned people to stop using social media show mixed results, depending on how long they stopped, whether they quit entirely or just reduced use, and what they were using it for.
And:
It is still the case that if you take an average, healthy teen and give them social media, this is highly unlikely to create a mental illness.
This is consistent with what we’ve been reporting on for years, including two massive studies covering 125,000 kids that found either a U-shaped relationship (where moderate use was associated with the best outcomes and no use was sometimes worse than heavy use) or flat-out zero causal effect on mental health. Every time serious researchers go looking for the inherent-harm story that politicians keep telling, they come up empty.
One of the most fascinating details in the newsletter is the Costa Rica comparison. Costa Rica ranks #4 in the 2026 World Happiness Report. Its residents use just as much social media as Americans. And yet:
It doesn’t necessarily have fewer mental illnesses. And it certainly doesn’t have less social media use. What it has is a deep social fabric, and that may mean social media use reinforces real-world connections in Costa Rica, whereas in English-speaking countries, it may be replacing them.
In other words, cultural factors appear to be protective. The underlying challenges to social foundations — trust, connection, belonging, and safety — are what drive happiness. Friendships, being known by someone, the sense that you belong somewhere: these are the actual load-bearing pillars of mental health, more predictive of wellbeing than income, and more protective against mental illness than almost any intervention we have.
If social media were inherently harmful — if the “addictive design” of infinite scroll and autoplay and algorithmic recommendations were the core problem — Costa Rica would be suffering the same outcomes as the United States. They have the same platforms, same features, and same engagement mechanics. What actually differs is the strength of the social fabric, not the tools themselves.
This is a similar point I raised in my review of Jonathan Haidt’s book two years ago. If you go past his cherry-picked data, you can find tons of countries with high social media use where rates of depression and suicide have gone down. There are clearly many other factors at work here, and little evidence that social media is a key factor at all.
That realization completely changes how we should think about policy. If the problem is weak social foundations — not enough connection, not enough belonging, not enough adults showing up for kids — then banning social media or suing platforms into submission won’t fix it. You’ll have addressed the wrong variable. And in the process, you’ll have made the platforms worse for the many kids (including LGBTQ+ teens in hostile communities, kids with rare diseases, teens in rural areas) who rely on them for the connection and community that their physical environment doesn’t provide.
Nesi’s column has some practical advice that is pretty different than what that best selling book might tell you:
If you know your teen is vulnerable, perhaps due to existing mental health challenges or social struggles, you may want to be extra careful.
If your teen is using social media in moderation, and it does not seem to be affecting them negatively, it probably isn’t.
That sounds so obvious it feels almost silly to type out. And yet it is the exact opposite of the approach we see in the lawsuits and bans currently dominating the policy landscape, which assume social media is a universally dangerous product requiring universal restrictions.
The newsletter closes with a key line that highlights the nuance that so many people ignore:
Social media may be one piece of the puzzle, but it’s certainly not the whole thing.
We’ve been making this point at Techdirt for a long time now, often in the face of considerable hostility from people who are deeply invested in the simpler narrative. I’ve written about Danah Boyd’s useful framework of understanding the differences between risks and harms, and how moral panics confuse those two things. I’ve covered so many studies that find no causal link that I’ve lost count. I’ve pointed out how the “addiction” framing may be doing more damage than the platforms themselves.
That’s why it’s encouraging to see credentialed, independent researchers — people who work directly with the most vulnerable kids — end up in the same place through their own work. Because this conversation desperately needs more voices willing to acknowledge both realities: that some kids are genuinely harmed and need targeted help, and that the sweeping narrative of universal social media harm is not supported by the science and leads to policy responses that may hurt far more people than they help.
The kids who are in that small, genuinely vulnerable group deserve interventions designed for them — better mental health funding and access along with better identification of at-risk youth. What they don’t deserve is to have their suffering used as a blunt instrument and a prop to reshape the entire internet through lawsuits built on a scientific premise that the actual scientists keep telling us is wrong.
Filed Under: addiction, experts, jackqueline nesi, katelyn jetelina, mental health, social media
Companies: meta, youtube
Tech
Minnesota Kicks Off Legal Battle With Trump Administration To Hold ICE Shooters Accountable
from the occupied-territories dept
This story was originally published by ProPublica. Republished under a CC BY-NC-ND 3.0 license.
They asked nicely at first.
After an Immigration and Customs Enforcement agent shot and killed Renee Good, a 37-year-old mother of three who’d recently moved to Minneapolis, local law enforcement officials requested a partnership with the federal government to investigate the case, as they’d done in past shootings involving federal agents.
When the Trump administration refused to cooperate, Minnesota prosecutors ratcheted up their efforts. They sent a series of strongly worded legal letters demanding evidence in the Good shooting as well as the shootings of Julio Cesar Sosa-Celis, a Venezuelan immigrant who was wounded a week after Good was shot, and Alex Pretti, who was killed on Jan. 24.
Still, the administration rebuffed the requests.
This week, prosecutors from Hennepin County and the state of Minnesota took the next step to force the Trump administration’s hand. They filed a federal lawsuit against the departments of Homeland Security and Justice over the evidence in the shootings, an action that Hennepin County Attorney Mary Moriarty, whose jurisdiction covers Minneapolis, characterized as “unprecedented in American history.”
The Trump administration has declined to release the names of the agents involved in the shootings, even after the Minnesota Star Tribune and ProPublica identified the officers involved in the Good and Pretti incidents.
“The federal government has refused to cooperate with state law enforcement, which is unique, rare and simply cannot be tolerated,” Minnesota Attorney General Keith Ellison told reporters. “[We] can’t sit around and let them do it.”
In the standoff over evidence, the case has already become a game of constitutional chicken over states’ rights versus federal immunity, a battle that will have implications for others who wish to hold agents in the president’s immigration surge criminally accountable.
So far, neither side is showing signs of backing down, foreshadowing a fight that could take years. If prosecutors do eventually file charges against federal agents involved in the shootings, legal experts said the path to trial, much less winning convictions, will be filled with legal and procedural challenges.
“State prosecutors across the country are going to be watching what happens in Minnesota really closely,” said Alicia Bannon, director of the judiciary program at the nonprofit Brennan Center for Justice.
The first test for prosecutors, if they file charges, would be to prove the agents don’t qualify for immunity through the Constitution’s supremacy clause, a rarely invoked legal doctrine that protects federal officers from state prosecutions if they’re acting lawfully and within the scope of their duties.
Failing to pass that test would likely end the case.
The U.S. Supreme Court hasn’t taken up a case involving supremacy clause immunity in over 100 years, Bannon said, and judges have come down differently on legal issues related to its application.
There’s no easy answer as to whether Minnesota will be able to get past a supremacy clause defense, said Jill Hasday, a constitutional law professor at the University of Minnesota.
“That depends on the facts, but probably the odds are stacked against it,” she said.
Even if they survive such a fight, the cases could be dogged by a series of logistical challenges. Moriarty, who has been leading the investigations, has decided not to seek reelection and will leave office at the end of the year. That means whoever wins the election for her seat in November could inherit the prosecutions.
In addition to not having the names of the agents, prosecutors don’t know where those agents are now. Minnesota may need to extradite them, potentially from a MAGA-leaning state that may balk at sending them to Hennepin County to stand trial.
“Will the federal government or other states cooperate with that? I think the answer to that is sort of iffy,” said Ilya Somin, a law professor at George Mason University in Virginia. (Indeed, in a case involving a doctor charged with illegally mailing abortion medication to a Louisiana woman, the state of California has rejected an extradition request, citing its own laws protecting doctors from prosecution elsewhere.)
The fight is focused on three shootings. But Moriarty’s office has opened criminal investigations into 14 additional cases of potentially unlawful behavior by federal agents during Operation Metro Surge, which started in early December and has wound down over the past few weeks.
The other cases Moriarty is examining involve allegations of excessive force or other misconduct by federal agents, such as an incident in early January in which agents allegedly used force on staff and students on the grounds of a high school.
Prosecutors are also investigating Gregory Bovino, the outgoing Border Patrol commander who helped to lead immigration surges into several American cities and who was seen on video lobbing green-smoke canisters into crowds at a park in Minneapolis. A Department of Homeland Security spokesperson said at the time that Bovino and other agents were responding to a “hostile crowd.”
The tension has played out in a series of demand letters sent by Moriarty to the Justice and Homeland Security departments. “Public transparency is vitally important in these cases — not just for the people of Hennepin County and Minnesota, but for the public nationwide,” Moriarty wrote in one of the letters. “The only way to achieve transparency is through investigation conducted at a local level.”
In January, after the shooting of Good, federal officials had agreed to participate in a joint investigation with the Bureau of Criminal Apprehension — Minnesota’s state police agency tasked with examining use of deadly force cases — according to the letters signed by Moriarty.
State officials presumed they’d be able to examine evidence, such as the car Good was driving and the guns used to shoot her and the other victims. But the investigators later learned through public statements by high-ranking Trump administration officials that federal agents were no longer planning to share evidence, the letter states.
Local and state prosecutors don’t have the authority to subpoena them for evidence like in a typical criminal investigation. The demand letters, called Touhy letters, are formal written requests, used as an alternative to a subpoena, asking a federal agency to provide evidence or testimony in a case in which the government is not a party. Moriarty sought an extensive list of evidence in the shootings, from the guns fired by the agents in all three cases to official reports, agent GPS devices and witness statements. The Touhy letters asked for a response by Feb. 17.
Normally, the federal government complies with Touhy letters as a matter of protocol, as long as releasing the information doesn’t violate an internal policy, said Timothy Johnson, a political science and law professor at the University of Minnesota.
But on Feb. 13, the FBI told BCA investigators that it won’t share investigative materials in the Pretti case, BCA Superintendent Drew Evans said in a statement. Evans said the police agency had reiterated its requests for evidence in the Good and Sosa-Celis cases.
More than a month after the deadline set by prosecutors, the Trump administration still hasn’t turned over the materials.
“There has been no cooperation from federal authorities,” BCA spokesperson Michael Ernster said.
The agents involved in the shootings have not spoken publicly, but a spokesperson for the Department of Homeland Security defended Good’s shooting, saying the agent acted in self-defense. They said the Pretti shooting was under investigation by the FBI and the Department of Homeland Security, with the Border Patrol conducting its own investigation. Those investigations could result in discipline or charges, including for civil rights violations.
The Department of Homeland Security spokesperson said federal officials found that, after Sosa-Celis’ shooting, officers made false statements. But the agency did not say whether it would cooperate with the local authorities or follow a court ruling requiring it to do so.
The Justice Department did not respond to a request for comment or to questions. Neither agency has responded to the lawsuit.
Moriarty called the lawsuit “critically important” to investigating the shooting cases but also said she had not made any decisions on whether her office will file charges.
“There has to be an investigation anytime a federal agent or a state agent takes the life of a person in our community,” she said. “And ultimately the decision may be it was lawful. You don’t know, but that’s why you do the investigation. You are transparent with the results of that investigation, and you are public with your transparency about the decision and how you got there.”
But a lawsuit does not guarantee that prosecutors will get all they want. “The question then becomes, even if Hennepin County or Minneapolis wins the suit, will they comply then?” Johnson asked. “And the answer is probably no.”
If the Trump administration did eventually defy a judge’s order, he said, prosecutors could try to appeal up to the U.S. Supreme Court. As far as what could happen next: “It’s anyone’s guess.”
Filed Under: alex pretti, doj, ice, investigations, julio cesar sosa-celis, keith ellison, minnesota, murder, renee good
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