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This AI robot garbage picker can sort over 500 types of trash in seconds

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This AI robot garbage picker can sort over 500 types of trash in seconds

Robots are taking over the dirty work of sorting through our trash and turning it into valuable resources. And not just any robots, but smart robots that use artificial intelligence (AI) to identify and separate different types of waste with incredible speed and accuracy.

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Fast Picker 4.0 (ZenRobotics) (Kurt “CyberGuy” Knutsson)

MORE: NO HUMAN NEEDED HERE – HOW THIS ROBOT BUILDS WALLS ALL BY ITSELF

The next generation of waste-sorting robots

These robots are the brainchild of ZenRobotics, a global leader in smart robotic recycling. The company has recently launched its fourth generation of waste sorting robots, called ZenRobotics 4.0, which have new features and upgraded AI to optimize and improve the efficiency of waste sorting operations. So, what are these improvements, and how do they work? Let’s take a closer look at the two models of ZenRobotics 4.0: the Heavy Picker 4.0 and the Fast Picker 4.0.

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This AI robot garbage picker can sort over 500 types of trash in seconds

Heavy Picker 4.0 (ZenRobotics) (Kurt “CyberGuy” Knutsson)

MORE: 24 MOST AMAZING COOKING GADGETS

Heavy Picker 4.0 sorts big loads of garbage

The Heavy Picker 4.0 is a multipurpose waste sorting robot that can handle bulky materials such as wood, metal, plastic and cardboard. It is capable of sorting items weighing up to 88 pounds each, making up to 2,300 picks per hour for each robot on a sorting line. It has a compact individual recognition system (ZenBrain) that enhances precision and increases efficiency by 60%-100% compared to ZenRobotics’ previous system.

This AI robot garbage picker can sort over 500 types of trash in seconds

Heavy Picker 4.0 (ZenRobotics) (Kurt “CyberGuy” Knutsson)

The Heavy Picker 4.0 also benefits from upgraded AI technology with an advanced global recognition database that empowers the robots to identify more than 500 waste categories. This significantly reduces setup times as the Heavy Picker 4.0 will come pre-trained to recognize various types of waste. The upgraded AI also improves motion control and gives the Heavy Picker 4.0 the ability to prioritize picking the item that has the most value to the customer.

MORE: THE NEXT GENERATION OF TESLA’S HUMANOID ROBOT MAKES ITS DEBUT

Fast Picker 4.0 quick trash sorting robot

The Fast Picker 4.0 is a high-speed waste sorting robot that is ideal for lightweight materials such as paper, plastic and aluminum. It has the Heavy Picker beat at a rate of 80 picks per minute or 4,800 picks per hour. This is double the average pick rate of a human sorter, which is 30-40 picks per minute.

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However, the Fast Picker 4.0 has a maximum lifting capacity of 2.2 pounds. The upgraded AI on the Fast Picker 4.0 leverages higher rates of purity, accuracy and recovery, and like the Heavy Picker 4.0, it is able to recognize more than 500 waste categories.

This AI robot garbage picker can sort over 500 types of trash in seconds

Fast Picker 4.0 (ZenRobotics) (Kurt “CyberGuy” Knutsson)

One of the key differences with the Fast Picker 4.0 is the customization it offers with adjustable widths and frame design for seamless integration into various picking stations. The Fast Picker 4.0 reaches the full width of the whole conveyor belt.

This AI robot garbage picker can sort over 500 types of trash in seconds

Fast Picker 4.0 (ZenRobotics) (Kurt “CyberGuy” Knutsson)

The Fast Picker 4.0 can also be added at the end of a line of Heavy Pickers, incorporating into waste streams such as wood, scrap and rigid plastics, and sorting smaller material pieces once the Heavy Pickers have removed the bulky material. The Fast Picker can also be easily integrated into side streams, reject recovery lines and quality control.

MORE: HOW THIS ROBOT HELPS YOU PROTECT AND CONNECT YOUR HOME

How robots can help you manage waste better

Waste operators know how challenging it is to sort and recover valuable materials from the mixed waste streams. Manual sorting is slow, expensive and risky, and it often results in low-quality recyclables that end up in landfills or incinerators. That’s where waste-sorting robots come in. They can reduce a company’s carbon footprint, save natural resources and create a circular economy where nothing is wasted.

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ZenRobotics AI-powered robots can sort waste 24/7, with high speed and accuracy. They can identify and extract different types of materials, such as metals, plastics, wood, paper and more, and even find new value in waste that might be otherwise overlooked. By using ZenRobotics, companies can generate more revenue from waste, cut operational costs and meet the increasing recycling targets and regulations.

This AI robot garbage picker can sort over 500 types of trash in seconds

ZenRobotics robot (ZenRobotics) (Kurt “CyberGuy” Knutsson)

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Kurt’s key takeaways

As you can see, ZenRobotics 4.0 is a game-changer in the field of waste sorting and recycling. With its smart and fast robots, it offers a solution that is not only environmentally friendly but also economically viable and socially responsible.

How do you feel about the role of robots in waste management? Do you think it’s a step in the right direction or taking jobs away from humans who previously did it? Let us know by writing us at Cyberguy.com/Contact.

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

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These earbuds include a tiny wired microphone you can hold

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These earbuds include a tiny wired microphone you can hold

Despite the best efforts of companies like DJI to shrink wireless wearable mics and make them as unobtrusive as possible, a lot of content creators still prefer a mic they can hold. So as wired headphones continue to make a comeback, Plantronics has released a pair of USB-C earbuds called the Conch One with their microphone attached to a short cable instead of being integrated into the inline remote.

Portronics sells many of its products on Amazon, but at launch the Conch One are only available through the company’s website and Amazon India for ₹1,999, or around $23. They feature 14.2mm drivers so you should get some good thump out of them, and the inline remote includes volume and playback controls, a mic button, and a unique mode button. A long press of the button toggles between a listening mode that offers four different EQ settings to enhance what you’re listening to, and a karaoke mode with eight different settings of its own.

With content creators going so far as to clip their wireless mics to random objects like forks to make them handheld, these buds could catch on as a much cheaper and simpler alternative that will work for as long as your phone has power. But if you only ever plan to use them while talking on the phone, they could be less convenient than an inline mic which are typically positioned close enough to pick up your voice. When not in use, the Conch One’s mic looks like it’s going to hang down too far to be usable hands-free.

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Social media verification systems lose power as scammers purchase checkmarks to appear legitimate

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Social media verification systems lose power as scammers purchase checkmarks to appear legitimate

NEWYou can now listen to Fox News articles!

Social media makes it easy to connect with people, but it also makes it just as easy for fraudsters to pretend they are someone they are not. Fake accounts, misleading checkmarks and smooth-talking profiles are everywhere, and not everyone knows how to spot them. I recently received an email from Marie from Boynton Beach, Florida, with a similar concern:

“I have been on X, and it seems quite a few people turn out to be not who they say they are. Mostly the ones that are verified. I am not that good tech-wise. Is there a way other than me knowing immediately they are a fraud?? Thank God I am not the type to give personal information or money.”

It is a fair concern, Marie. With scams becoming more polished, the line between real and fake accounts is harder to see. Let’s break down why fraud is so common on social media, the red flags you should look out for, and the simple habits that can keep you from getting duped.

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WHATSAPP BANS 6.8M SCAM ACCOUNTS, LAUNCHES SAFETY TOOL

A man logs into his social media account on a laptop. Fraudsters often exploit online activity to trick users. (Kurt “CyberGuy” Knutsson)

Why social media is a playground for scammers

Social platforms are built for speed and visibility. Anyone can create an account in minutes, post content instantly and connect with strangers worldwide. This openness is what makes social media engaging, but it is also what makes it ripe for abuse. Fraudsters exploit the fact that posts, comments and messages are consumed quickly and often without much scrutiny.

Verification systems that were once meant to help users identify legitimate accounts have also lost some of their power. On platforms where checkmarks can be purchased, scammers can buy credibility without earning it. Add in the algorithms that reward viral content and sudden spikes in engagement, and you get the perfect environment for fraud to spread unnoticed.

Scammers know people often lower their guard on social media. In these spaces, users share personal details, build emotional ties with influencers and trust posts that look familiar. As a result, the combination of speed, trust and visibility creates an ideal environment for fraud to spread rapidly.

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META DELETES 10 MILLION FACEBOOK ACCOUNTS THIS YEAR, BUT WHY?

Woman typing on laptop with social media platform open.

A woman browses social media on her laptop. Scammers use fake accounts and misleading profiles to lure victims. (Kurt “CyberGuy” Knutsson)

The cost of falling for a scam

When people think of scams, they often imagine losing a one-time sum of money. The reality is far more damaging. Clicking a bad link or handing over credentials can snowball into long-term consequences. Once scammers get access to your information, it can be sold on dark web marketplaces, used to open fraudulent accounts or leveraged for identity theft.

There is also the reputational cost. If your social media account is hijacked, scammers can use it to trick your friends, family or followers, spreading fraud even further under your name. Cleaning up that mess can take weeks and may permanently damage your credibility.

Smartphone screen showing popular social media apps including Facebook, Instagram, WhatsApp, and X.

Social media apps are prime hunting grounds for scammers who rely on speed and trust to deceive victims. (Kurt “CyberGuy” Knutsson)

Practical steps you can take to stay safe on social media

There are simple ways to protect yourself without needing technical expertise. I have listed some of the crucial steps below.

1) Scrutinize profiles before engaging

Fake accounts often have clear giveaways. Look at how long the account has existed, whether it posts original content and the kind of followers it has. Scammers usually recycle generic profile photos or steal images from real people. Reverse image searches can help you confirm if a photo belongs to someone else.

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Even with verification, be skeptical. On platforms where checkmarks can be purchased, anyone can appear “official” without being trustworthy. Treat every new interaction with caution until proven otherwise.

FACEBOOK CRYPTO ADS LEAD TO DANGEROUS MALWARE SCAMS

2) Avoid clicking on random links

Fraudsters often send links over DMs, comments or even ads. These links may lead to phishing sites designed to steal your credentials or malware that installs silently on your device. One careless click can expose your information.

This is where having strong antivirus software comes in. Even if you accidentally land on a malicious site, a strong antivirus can block harmful downloads and warn you before malware runs. Think of it as a safety net for moments when curiosity gets the better of you.

The best way to safeguard yourself from malicious links that install malware, potentially accessing your private information, is to have strong antivirus software installed on all your devices. This protection can also alert you to phishing emails and ransomware scams, keeping your personal information and digital assets safe.

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Get my picks for the best 2025 antivirus protection winners for your Windows, Mac, Android and iOS devices at Cyberguy.com/.

3) Protect your logins

Phishing scams frequently mimic login screens for X, Instagram or Facebook. They are designed to trick you into typing your username and password into a fake form. Once you do, the scammer immediately takes over your account.

A password manager can be a lifesaver here. It only fills in your login details on the genuine site you have saved. If it does not recognize the page, that is a red flag that you are looking at a fake. On top of that, a password manager makes it easier to use strong, unique passwords for each account, which limits damage if one gets compromised.

Next, see if your email has been exposed in past breaches. Our No. 1 password manager pick includes a built-in breach scanner that checks whether your email address or passwords have appeared in known leaks. If you discover a match, immediately change any reused passwords and secure those accounts with new, unique credentials. 

Check out the best expert-reviewed password managers of 2025 at Cyberguy.com/.

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4) Keep personal info under wraps

The less information fraudsters can find about you, the weaker their scams become. Many impersonators use details like your hometown, job or relatives to build trust. If your email, phone number or address is floating around the web, scammers can weaponize that too.

A personal data removal service can help here by scrubbing your details from people-search sites and data brokers. While not foolproof, reducing your digital footprint makes you a harder target for impersonation or social engineering scams. They aren’t cheap, and neither is your privacy. These services do all the work for you by actively monitoring and systematically erasing your personal information from hundreds of websites. It’s what gives me peace of mind and has proven to be the most effective way to erase your personal data from the internet. By limiting the information available, you reduce the risk of scammers cross-referencing data from breaches with information they might find on the dark web, making it harder for them to target you.

Check out my top picks for data removal services and get a free scan to find out if your personal information is already out on the web by visiting Cyberguy.com.

Get a free scan to find out if your personal information is already out on the web: Cyberguy.com/.

SOCIAL SECURITY ADMINISTRATION PHISHING SCAM TARGETS RETIREES

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5) Stay alert to impersonation scams

Fraudsters often pretend to be well-known figures, influencers or even customer support staff. They use urgency like “limited offer,” “you have won” or “your account will be closed” to pressure you into responding fast.

When money, gift cards or personal details are involved, slow down. Contact the real brand or person through official channels to verify. If you are unsure, simply ignore the request.

6) Trust your instincts

One of the strongest defenses you have is your gut feeling. If a verified profile is asking for money, if a giveaway sounds too good to be true or if someone’s tone feels off, it probably is. Scammers rely on you ignoring that little voice that says something is not right.

Take a breath, pause and think before you act. That moment of hesitation often makes the difference between staying safe and becoming a victim.

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Kurt’s key takeaway

Social media can be entertaining, informative and even empowering, but it is also one of the easiest hunting grounds for fraudsters. They thrive on speed, trust and distraction, hoping you will react before you think. While no tool or habit can guarantee absolute safety, combining skepticism with smart protective steps puts you in a much stronger position.

Do you think paid verification badges make it harder to spot scammers? Let us know by writing to us at Cyberguy.com/Contact

Sign up for my FREE CyberGuy Report
Get my best tech tips, urgent security alerts and exclusive deals delivered straight to your inbox. Plus, you’ll get instant access to my Ultimate Scam Survival Guide – free when you join my CYBERGUY.COM newsletter.

Copyright 2025 CyberGuy.com. All rights reserved.  

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Can Luigi Mangione get too big to jail?

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Can Luigi Mangione get too big to jail?

The first people in line on Tuesday, I was told, started camping out on the sidewalk two days ago. Luigi Mangione, the man accused of gunning down UnitedHealthcare CEO Brian Thompson in December 2024, was due in court at 9AM ET for a hearing in one of three concurrent criminal cases against him. And this time everyone was prepared for the mayhem: the signs, the fans, the livestreamers, the protests, the media circus. That’s why the line started even earlier than last time — the people who really wanted to get in to see him knew that no time was too early.

Mangione is both ubiquitous and fleeting. The last time the public saw him (aside from a bizarre, unauthorized appearance in a men’s shirt listing on Shein) was in February at this same courthouse in Manhattan, when hundreds of members of the general public and media convened for a routine pretrial hearing. He exists in memes, in passing references, and in content moderation decisions, and he lives rent-free in the mind of Donald Trump — yet most people are likely not thinking or talking about Mangione day to day. They are reminded of him when new photos drop or when there are incremental updates in the cases against him. But the wall-to-wall coverage of the case has waned, and it’s the people who are the most tapped in that are working to keep interest in the case alive. Mangione and the larger discussions around healthcare reform are one item in a list of approximately 8,000 pressing topics swirling in the US. How do you keep attention and energy alive in an information ecosystem defined by its fragmentation?

Court officials and police seem to have learned their lesson from February: don’t let a million people inside

The hearing on Tuesday was much more eventful than the one in February: Mangione’s team successfully got two terrorism-related charges tossed in the New York case, a development that supporters of his are celebrating. Given the magnitude of the news, the tempered atmosphere — and the smaller crowds — was noticeable.

Court officials and police seem to have learned their lesson from February: don’t let a million people inside. Instead of admitting members of the public to a hallway outside the courtroom where they could set up camp, the court kept most on the sidewalk.

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There are fewer people here than in February, but in some ways the supporters and frenzy are even more fervent. Mason Alexander, who told The Verge he’d been one of the few to make it inside the courtroom for the first hearing, arrived at 11PM the night before and was 25th in line, meaning he wouldn’t get a spot the second time. Some in line have numbers written on the backs of their hands, which I later am told are not part of any official numbering system from the courthouse but were the work of an attendee walking around with a marker, trying to bring order to the line.

“The case just resonated with me,” Alexander says, explaining why he showed up. “Obviously what he allegedly did isn’t something to be cheered about, but I think it was beneficial in the way that it put a spotlight on [the healthcare system issue] that I think is probably the most important in the country, and how much it affects everyday people. It got people talking.”

People Over Profit NYC, a grassroots healthcare reform group with a focus on Mangione’s case, again organized a rally outside. A giant homemade spinning wheel has slots reading “APPROVED” and “DENIED” — spin the wheel to learn the fate of your insurance claim. There are Luigi hats, keychains, DIY T-shirts, flyers about local healthcare legislation. When I arrive shortly after 8AM, reporters and news crews outnumber rally attendees — there are fewer people here, too, than six months ago.

A POPNYC rally attendee who asked to remain anonymous, citing the current political climate, says “protest fatigue” could be a reason attendance dipped (the early morning timeslot also may have contributed).

“I think people are just tired, and they just want to either ignore what’s going on or just give up,” the attendee says. “That’s why we’re out here, to let them know we’re still here. Even if you’re tired, we’ll still go on. And maybe they’ll join us next time.”

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There’s also the unavoidable reality that the hearing is happening a week after right-wing provocateur Charlie Kirk was killed at a public event in Utah. Though the two cases are not obviously connected, there’s been a swift and brutal crackdown from the American right wing, directed at anyone who is deemed to be “celebrating” Kirk’s murder. Private and in some cases innocuous social media posts are being used to report people to employers or dox them. It’s not surprising that Mangione supporters may be reluctant to be photographed at a rally for him.

It’s hard enough to keep major events and causes in the news, but Mangione’s case has unique, complicating factors. The central character — who many see as sympathetic — is accused of stalking and shooting Thompson point-blank (Mangione has pleaded not guilty). UnitedHealth Group has waged an all-out attack on critics, targeting filmmakers, social media users, and news outlets. Tech companies are working to moderate Mangione-related content, though some supporters complain that their content and accounts are being taken down without explanation. There is also the general specter of violence that clouds current US political discourse. It’s never a good time to be an alleged assassin, but especially not now.

Part of what makes the Brian Thompson murder case so strange is the way most people consume and follow it: through the hundreds of photos and videos of Mangione looking “hot.” Mangione’s overlapping and high-stakes legal battle is relayed to the public via new photos of him; it obfuscates both the seriousness of the crime and charges, as well as the punishment he faces if convicted. There is a clear tonal disconnect in coverage of the case: the Daily Mail is both running stories about the “sick” fans that support him and posting 29-photo slideshows to TikTok that are a collection of Mangione’s face from every possible angle.

On Tuesday, Mangione wore a khaki prison outfit instead of street clothes. He was once again shackled at the ankles, wrists, and waist — something his attorneys have complained about. As we waited for him to enter, another reporter remarked that it felt a bit like a wedding: the press and two dozen or so members of the public kept glancing back at the slightest of noises, like we were waiting for a bride to walk down the aisle. A supporter who managed to get into the courtroom, who asked to be named as SAS, later told me she could hear his shackles before she saw him. Some online commenters described him as looking “pale,” “skinny,” and like he had been “crying a lot.” (I’m not really seeing this, personally.) After both hearings, there’s been a lot of reading into Mangione’s demeanor — but the truth is that the court dates have been exceedingly normal and professional. There is no deeper personality or psychology to be gleaned from being inside a room with him for 20 minutes.

The most significant development from Tuesday’s hearing brought good news for Mangione: Judge Gregory Carro, who is overseeing the New York state case against Mangione, dropped two major terrorism-related charges in what is seen as a major win for the defense. The state argued that Thompson’s murder was meant to “intimidate or coerce a civilian population,” but Carro found the claims to be “legally insufficient.” Carro says in essence that under New York law, the alleged “ideological” motive doesn’t fit the definition of terrorism.

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As Carro announced that he was dropping the terrorism charges, a few supporters in the courtroom audibly reacted

“The court agrees with the defendant that the [state] appear[s] to conflate an ideological belief with the intent to intimidate or coerce a civilian population,” Carro writes. “While the defendant was clearly expressing an animus toward UHC, and the health care industry generally, it does not follow that his goal was to ‘intimidate and coerce a civilian population,’ and indeed, there was no evidence presented of such a goal.” Mangione still faces charges of second-degree murder in the New York state case.

As Carro announced that he was dropping the terrorism charges, a few supporters in the courtroom audibly reacted — a faint exclamation, maybe even a gentle clap, that drew a scolding from a guard.

On other motions, Mangione’s defense was less successful. Mangione is facing three concurrent cases: the one in New York, a separate state case in Pennsylvania, and a federal case. Mangione’s defense team has argued that the state and federal cases happening at the same time amounts to double jeopardy: the US Constitution bars defendants from being prosecuted for the same crime twice. Carro rejected the double jeopardy argument. Mangione’s lawyers have also argued that the federal case against him — which carries the possibility of the death penalty — should proceed before the state case. On Tuesday, Carro denied Mangione’s request to put the state case on hold. The next hearing in the state case is scheduled for December 1st. Mangione is due in court for the federal case a few days later.

Luigi Mangione’s fate and his public persona are inextricably linked. Widespread and sustained attention on his case depends on how often he can get in front of people through their digital feeds. The windows of opportunity to grab attention and deeper public engagement are limited because he is making public court appearances only once every several months. The public spectacle of the case is ever-present: Mangione’s attorneys have written at length objecting to him being shackled during court appearances that are then photographed and shared, saying they are “deeply prejudicial” and damaging to his right to a fair trial.

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One avenue Mangione supporters have been pursuing is around jury nullification, when a jury acquits even if it believes a defendant committed a crime (in February, a truck with an LED billboard on the side showing jury nullification information circled the courthouse during the hearing). But even that relies on a massive public outreach campaign in an era of short attention spans and a fractured media ecosystem.

As I wrote in February, a cycle is beginning to take shape: One day Mangione is all we see on social media. The next he is gone. Rinse and repeat. While I was in court with my phone tucked away, friends texted me about new Luigi photos, just as they did six months ago. Is becoming a meme — no matter how beloved or reviled — enough to have your life spared? The stakes couldn’t be higher, and the culture couldn’t be more fickle.

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