Amazon has announced a new version of its fully autonomous warehouse robot, Proteus, that will can interact using language instead of code. The expanded capabilities come as part of a growing pivot toward automation as the e-commerce giant replaces its human workers with robots.

Amazon says the AI-powered upgrade means its human employees can assign the robot tasks in the same way they’d communicate with colleagues. Previously, workers would need to use specialized software to direct the floor-level, tortoise-like systems, which are designed for heavy lifting and moving large carts throughout Amazon’s warehouses. “You tell it what needs to be done. It figures out the priority, the route, the timing,” says Scott Dresser, vice president of Amazon Robotics.

The next generation of Proteus will also work across a much larger area than the ones currently in use, which Amazon says only operate in dock areas. “The new system can work anywhere items need to be moved,” the company says. This includes transporting containers as they arrive on site, moving them between workstations, and assisting employees across fulfillment centers and delivery sites.

The new system is currently being piloted in Amazon’s labs, but the company says it has plans to deploy it in Europe during the first half of 2027.

Proteus is part of Amazon’s broader robotics roadmap. It says it has plans to expand its touch-sensitive robot, called Vulcan, and a collaborative tote-handling system first piloted in Barcelona, to more sites across Europe in the coming year.

Amazon says it is “creating new jobs alongside these technologies” and claims to have hired hundreds of thousands of employees globally since introducing robotics into its operations. The company insists its robots are designed to support workers and streamline operations, rather than replace hundreds of thousands of workers with robots.

You hear the phrase “dark web monitoring,” and it can feel unsettling. If a company is scanning shady corners of the internet for your information, are they exposing you even more?

That question comes up often. In fact, Joyce from Florida wrote in with a concern many people share:

“When companies scan the dark web for your data, doesn’t that put you at risk? Your information is now out there. Please explain what that really means.” Joyce, Fanning Springs, Fla.

Joyce, great question. A lot of people assume these services are pushing your data somewhere new. That isn’t what is happening. The short answer is simple. No, dark web monitoring does not put your information at risk. Let’s walk through what is really going on.

WHAT REALLY HAPPENS ON THE DARK WEB, AND HOW TO STAY SAFE

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What is dark web monitoring and how does it work

These services are not uploading your data anywhere. They are not spreading your information.

Instead, they are:

• Monitoring known data breach dumps, hacker forums and leaked databases
• Searching for matches to your information, like your email or phone number
• Alerting you if your data is already found there

Here is the key point to understand. Your information is already out there before they ever find it.

Does dark web monitoring expose your data? A simple way to think about it

The simple answer is no. Think of it like checking if your stolen credit card is being used. No one is putting your card out there.

A monitoring service watches for signs that your data is already in use, so you can shut it down quickly.

10 SIGNS YOUR PERSONAL DATA IS BEING SOLD ONLINE

How dark web monitoring works without exposing your information

Reputable services use secure methods to check for your data. They are designed to protect your information during the process.

These include:

• Hashed searches, where your data turns into unreadable code before checking
• Secure databases and APIs that compare data without exposing it
• Monitoring existing breach datasets instead of live personal accounts

They are not:

• Logging into your accounts
• Posting your information
• Interacting with criminals on your behalf

That distinction matters. They are observers, not participants.

When dark web monitoring could put your data at risk

While the concept itself is safe, the provider you choose matters. There can be a risk if:

• You use an unknown or untrusted service
• A company asks for sensitive documents without a clear reason
• The service itself has weak security and gets breached

That is why it is important to stick with well-known providers that have a strong track record.

BE AWARE OF EXTORTION SCAM EMAILS CLAIMING YOUR DATA IS STOLEN

Why dark web monitoring is actually helpful

Without monitoring, you might never know your data was exposed. That means:

• Your email and password could be circulating for months
• Someone could open accounts in your name
• Your information could be resold again and again

With monitoring, you get an early warning. That gives you time to change passwords, lock accounts and stop fraud before it spreads. In many cases, that early alert is the difference between a close call and a major financial hit.

Ways to stay safe from data breaches and identity theft

Even with monitoring, you should take simple steps to protect yourself.

1) Limit how much data is out there

Use a data removal service to reduce your exposure over time. A data removal service works to remove your personal data from data broker sites. That reduces how much of your information is circulating online in the first place. 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

2) Stick with trusted services

Choose an identity theft protection service with strong security practices and clear privacy policies. They monitor your personal information and alert you quickly if it appears in breaches or suspicious activity. They also include identity theft protection tools in one place. See my tips and best picks on Best Identity Theft Protection at Cyberguy.com

3) Watch for alerts and act quickly

If you get a breach alert, change your password right away. Avoid reusing passwords across accounts. A password manager can help. Check out the best expert-reviewed password managers of 2026 at Cyberguy.com

THE ONE THING SCAMMERS CHECK BEFORE TARGETING YOU ONLINE

4) Turn on two-factor authentication

Two-factor authentication (2FA) adds an extra layer of protection, even if your password is compromised.

5) Freeze your credit if needed

A credit freeze can stop criminals from opening new accounts in your name without your approval.

6) Monitor your financial accounts regularly

Check your bank and credit card statements often to catch suspicious activity early.

Kurt’s key takeaways

Dark web monitoring does not expose your data. It checks whether your data has already been exposed. Think of it as a radar system. It scans for danger so you can respond before things get worse. In a world where data breaches are common, that kind of early warning can make all the difference.

If your personal data was already out there right now, would you want to know or stay in the dark? Let us know by writing to us at Cyberguy.com

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