Figure AI says three of its humanoid robots crossed more than 24 hours of continuous autonomous operation after a test that was supposed to last only eight hours kept running.

The California-based robotics startup says its Helix-02 artificial intelligence-powered robots sorted small packages around the clock without human control. The robots became part of a livestream that viewers followed closely. They even picked up names along the way: Bob, Frank and Gary.

Once people started calling them that online, Figure AI added visible name tags.

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AUTONOMOUS ROBOT WITH MUSCLES, SMARTS AND ZERO SICK DAYS

Figure AI robots sort packages nonstop

The task sounds simple. Pick up a small package. Find the barcode. Place the package on a conveyor belt with the barcode facing down. Then do it again. Warehouse work often depends on steady movement, quick decisions and the ability to keep going when small problems pop up. Figure AI says the robots sorted more than 28,000 packages during the operation. The company also says they worked at speeds close to human workers. According to CEO Brett Adcock, the original goal was an eight-hour run. After the robots made it through without a reported failure, the company kept the test going.

Helix-02 powers the package-sorting robots

Figure AI says the robots ran on Helix-02, its in-house AI system. The company describes it as a neural network that combines vision, touch sensing, body awareness and movement control. Humanoid robots need to do more than move an arm. They have to balance, grip packages, adjust their posture and respond when an object lands in an awkward spot. The company says the robots used onboard cameras and AI reasoning to detect barcodes and sort packages. Figure AI also stressed that people were not remotely steering the robots. Adcock said every action came directly from Helix-02.

WAREHOUSE ROBOT USES AI TO PLAY REAL-LIFE TETRIS TO HANDLE MORE THAN EVER BEFORE

Livestream gives robots human names

The livestream gave people a front-row seat to something they do not usually see: humanoid robots grinding through a warehouse task in real time. Viewers watched the robots keep sorting packages as the test moved far beyond the original eight-hour goal. Then came the nicknames. Bob, Frank and Gary started to sound less like machines and more like the guys working the late shift. Figure AI leaned into it by adding visible name tags after viewers started using the names online. That small human touch made the demo easier to follow. It also made the bigger question harder to ignore: If robots can keep working through long shifts, what happens to the people who do this work today?

Robot reset feature could reduce downtime

One of Figure AI’s biggest claims involves recovery. The company says Helix-02 can trigger an automatic reset when a robot gets stuck or faces a situation outside its expected behavior. That may sound like a small detail, but it could become a huge factor in real workplaces. A robot that needs help every few minutes quickly becomes a burden. A robot that can pause, reset and resume work starts to look much more useful. Figure AI also says a robot can leave the work floor for maintenance if a software or hardware issue appears. Another robot can then take over, so the operation keeps moving.

Warehouse automation race heats up

Figure AI has plenty of competition. Tesla, Agility Robotics and Apptronik are also working on humanoid robots for warehouses, factories and logistics operations. Figure AI has already tested its robots at BMW manufacturing facilities in South Carolina. That gives a clue about where this technology may show up first. These robots will likely appear in controlled industrial spaces before they become part of everyday home life.

Package sorting gives people a clear way to understand the technology. If a robot can handle a repetitive job for long stretches, companies will start asking where else robots can help.

Robot package sorting still faces real tests

The next challenge will be proving this works beyond one livestreamed task. A package-sorting run can show endurance, but businesses will want more proof. They will want to know how often the robots fail, how much maintenance they need and whether they can handle messy conditions without slowing down the whole operation. They will also want independent evidence, not only company claims, from a public demo. Warehouse floors can get chaotic. Packages arrive in different shapes. Labels can appear in odd places. Belts can jam. People may walk through the area. A robot that handles one livestreamed task still has to prove it can handle the messier version of the job.

What humanoid robots mean for you

For you, this may feel far away from your daily life. Most people will not buy a humanoid robot anytime soon. Plenty of questions also remain about cost, safety, reliability and real-world performance. Still, the impact could show up in familiar places. Faster package handling could affect delivery times. Warehouses may change how they staff overnight shifts. Companies may also use robots to fill repetitive roles that are hard to staff or physically demanding. 

At the same time, this raises real concerns about jobs. A robot that can work for hours without a break sounds impressive in a demo. For workers, it may sound like another sign that automation keeps moving deeper into everyday labor. That does not mean every warehouse job vanishes. Real workplaces are messy. Packages vary. Equipment fails. People still solve problems that demos rarely show. However, Figure AI’s test suggests humanoid robots are moving from short clips toward longer workplace trials.

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Kurt’s key takeaways

Figure AI’s 24-hour package-sorting run shows where warehouse automation may be heading next. The robots still need to prove they can handle real-world conditions at a price companies can justify. Even so, the demo suggests humanoid robots are moving beyond flashy hype videos. What stands out here may be how ordinary the work looks. These robots are not doing backflips or waving to a crowd. They are picking up packages, reading barcodes and placing items on a conveyor belt over and over again. That kind of boring work can be exactly where automation starts to feel real. If companies can make these robots reliable, safe and affordable, the warehouse floor could look very different in the years ahead.

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Would you feel comfortable knowing your next package was sorted by a humanoid robot, or does that make you wonder what job automation will target next? Let us know by writing to us at CyberGuy.com.

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There isn’t really a solid equivalent to Goodreads or Letterboxd for music lovers, but Record Club is aiming to change that. Yes, we have Rate Your Music, but its interface is crowded, and it feels more geared towards longer-form reviews than cataloging your listening habits and connecting with other fans. Record Club is clean and modern, with a streamlined interface that’s quite similar to Letterboxd.

The basic features you’d expect from such a site are all there. You can rate and review records or mark them as listened to. You can also see what your friends are listening to and see what albums are trending with other users. There’s a spot on your profile to list your five favorite albums, plus five records you have in heavy rotation. You can also create custom lists (ranked or unranked) and share them — handy for tracking your top albums of the year, or putting together genre-specific crash courses. You can also add records to your queue, so you can keep track of albums you want to listen to, but haven’t gotten around to yet. (I’ll probably be making extensive use of that.)

You can follow your favorite artists as well as entire record labels. That makes it easy to stay on top of new artists on labels like 4AD, AD 93, Fire Talk, and Warp. Record Club pulls all of its data from the open-source music encyclopedia MusicBrainz. If you sign up, give me a follow, and see what I’m spinning on repeat this week.

Credit freezes have been free at Equifax, Experian and TransUnion since 2018. They are built to block one of the most common forms of identity fraud: new credit applications opened in your name. But the latest numbers show why a freeze cannot be your only line of defense. 

Javelin Strategy & Research’s 2026 Identity Fraud Study found that traditional identity fraud losses reached $27.3 billion last year, affecting 18 million victims. New account fraud saw the sharpest rise, with victims jumping 31% from 2024 to 2025.

The problem is that not every fraud attempt comes through your existing credit file. The Federal Reserve has flagged synthetic identity fraud as one major gap. 

This type of fraud pairs a real Social Security number (SSN) with a fabricated name and date of birth, which can bypass a freeze entirely. A freeze placed on your name does not stop a credit application filed under a name that does not yet exist on any bureau file. That is where the limits of a credit freeze become much clearer.

YOU DON’T NEED AN SSN TO OPEN A CREDIT CARD: SCAMMERS KNOW THAT

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What a credit freeze can block

A freeze restricts access to your credit file at all major credit bureaus. Without access to that file, lenders deny the application. Most new credit applications run through that pull, which is why a freeze is the most direct way to block fraudulent ones.

The Federal Trade Commission (FTC) has logged 503,450 reports of credit card fraud in the first three quarters of 2025 alone, the most common identity theft category tracked by the agency. Credit card fraud and loan or lease fraud both run through credit bureau-based applications. Bank account takeover, employment fraud and tax refund fraud do not require a bureau pull, and a freeze does nothing for them. Freezes are placed at each bureau separately and are not shared across the three.

Why credit freeze limits matter with synthetic identity fraud

Synthetic identity fraud builds a person who doesn’t exist. A scammer takes an SSN stolen in a breach, attaches a name that has never been on a credit file, adds a fabricated birthdate and address and submits it as a new credit application. The bureaus, seeing an SSN they recognize and a name they don’t, open a fresh file under the new combination. The file is thin at first. The scammer then works it slowly with small approved cards, a line or two of credit and a few months of clean payments. By the time it looks real enough for a meaningful credit limit, the scammer maxes it and vanishes.

By the end of 2024, U.S. lenders faced more than $3.3 billion in exposure from synthetic identity fraud, the highest level TransUnion has reported. The Federal Reserve’s most recent Risk Officer Report also found that financial institutions are seeing more virtual and synthetic identity account openings, and that detection often happens too late. 

In other words, this is exactly the kind of fraud a credit freeze may never catch. The freeze you placed on your own file never touches the application, because it isn’t filed in your name. The bureaus treat it as a separate consumer.

DON’T LET THIS CREDIT CARD FRAUD NIGHTMARE HAPPEN TO YOU

What credit freeze limits leave exposed

Synthetic identity fraud isn’t the only kind of fraud a freeze misses. Any fraud that doesn’t require a bureau pull bypasses it.

• A scammer who already has access to your existing credit card account doesn’t open a new one. They change the email on file and start charging.
• A fraudulent tax return uses your SSN to claim your refund before you file.
• Medical identity theft submits insurance claims under your name.
• A 401(k) takeover can happen entirely through a recordkeeper’s call center, with no bureau pull at any step.

Why a credit freeze isn’t set and forget

A freeze only helps when it’s in place at all three bureaus and stays there. Neither is guaranteed.

You set the freeze at Equifax, Experian and TransUnion separately. A freeze at one isn’t a freeze at the others. Lenders don’t pull from all three on every application, so an unfrozen file is enough for a fraudulent application to clear.

Freezes are also meant to be lifted. The FTC says online requests take effect within a minute, and federal rules require phone requests within an hour. That’s useful when you’re applying for a card. It’s also a window if you forget to put the freeze back on.

A freeze is a point-in-time control and can’t watch your file the rest of the day.

Credit monitoring and identity theft protection services can monitor all three credit bureaus continuously and send alerts within minutes of any new account or inquiry, whether your freeze is in place or lifted. They also scan the dark web and data broker listings for SSNs and other personal data, the raw material behind synthetic identity fraud.

What to do beyond a credit freeze

A credit freeze is still worth having, but it works best when you pair it with protections that watch the places a freeze cannot see.

Turn on alerts for banks, credit cards and retirement accounts

Set up text, email or app alerts for withdrawals, new logins, password changes, address changes and large purchases. These alerts can help you spot account takeovers quickly, especially if a scammer already has access to one of your existing accounts.

Check your credit reports regularly

Review your credit reports for accounts, addresses, employers or inquiries you do not recognize. A credit freeze can help block many new applications, but your reports can still show warning signs that someone is trying to use your personal information.

Use strong passwords, a password manager and two-factor authentication

Create a unique password for every important account, especially email, banking, credit card, health insurance and retirement accounts. A password manager can create and store those passwords for you. Two-factor authentication (2FA) adds another layer of protection, so a stolen password alone may not be enough for a scammer to get in.

Watch for tax and medical identity theft

A credit freeze will not stop someone from filing a tax return or insurance claim in your name. Watch for IRS notices, rejected tax filings, bills for medical care you never received or insurance explanations of benefits that do not match your records.

HOW SCAMMERS BUILD A PROFILE ON YOU USING DATA BROKERS

Limit how much personal information is online

Data broker listings can expose your address, phone number, relatives and other details scammers use to build more convincing attacks. Some identity theft protection services scan data broker listings and dark web sources for exposed personal information, including SSNs and other details criminals can use to build synthetic identities.

How a credit freeze and identity protection work together

After you add account alerts, stronger passwords and regular credit checks, identity protection can add another layer of monitoring. A freeze blocks new credit applications at the bureau level. Identity protection watches what does not pass through those checks.

Many identity theft protection services monitor the major credit bureaus and alert you to new accounts, inquiries or changes to your file. Some also scan dark web marketplaces and data broker listings for exposed personal information, including SSNs and other details criminals can use to build synthetic identities. If fraud appears, some plans include fraud resolution support and identity theft insurance to help with eligible recovery costs.

No service can prevent every form of identity theft. A freeze and identity protection together cover what neither does on its own.

How to check if your personal information was exposed

If you are unsure whether criminals have already exposed your information, take action now. Start with a free identity breach scan to see whether your data appears in known leaks. Early detection gives you more control and helps you respond before fraud spreads. Check whether your personal information is already being used for identity theft, fraud or appearing on the dark web. See my tips and best picks on Best Identity Theft Protection at CyberGuy.com

Kurt’s key takeaways

A credit freeze is one of the smartest moves you can make after a breach or identity theft scare. It can block many new credit applications opened in your name, but it does not protect every part of your financial life.

The biggest gap is synthetic identity fraud. Criminals can use a stolen Social Security number with a fake name or birthdate to build a new credit file that your freeze never touches. Account takeovers, tax refund fraud, medical identity theft and 401(k) scams can also happen without a credit bureau pull.

That is why a freeze should be your first layer, not your only layer. Keep freezes active at Equifax, Experian and TransUnion. Then add alerts, account monitoring, strong passwords, two-factor authentication (2FA) and identity protection that can spot activity outside your frozen credit file.

Have you ever had a credit freeze in place but still worried your identity was exposed? Let us know by writing to us at CyberGuy.com

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