Technology

AI-powered bat tracking could give baseball players the edge

Published

3 months ago

December 15, 2025

AI-powered bat tracking could give baseball players the edge

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Baseball teams have long searched for a way to study the entire swing without sensors or complex lab setups. Today, a new solution is entering the picture. Theia, an AI biomechanics company, debuted a commercially available video-only system that analyzes bat trajectory and full-body biomechanics together. This new approach works in real baseball environments and needs no reflective body markers, wearables or special equipment.

The system has been field-tested by Driveline Baseball and the San Diego Padres Biomechanics Lab, and the tests show it delivers high-quality results in both cages and on the field.

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Theia unveils a video-only biomechanics system that tracks a hitter’s full swing without sensors or lab gear. (Photo by Lachlan Cunningham/Getty Images)

A new chapter in baseball biomechanics

Theia’s platform relies on deep-learning models trained on millions of movement data points. It captures the full 3D bat path, attack angle, sequencing and body motion in one workflow that teams can run with standard high-speed video. This makes advanced biomechanics more accessible to coaches and players who train in normal environments.

Dr. Arnel Aguinaldo of the PLNU Biomechanics Lab tested the system with the Padres. He said, “Theia’s markerless technology represents a breakthrough in how we capture and analyze swing mechanics. It removes the barriers of traditional setups, letting us gather quality swing data directly from the field or the cage. That’s a game changer for both research and applied development.”

Independent testing across more than 2,000 swings showed median bat-plane angle differences of less than 3 degrees compared with marker-based systems. As a result, teams can evaluate roster-sized groups in routine cage or field sessions without slowing players down.

Why video-only tracking works in real baseball settings

Many existing tools rely on sensors or suits that can change how an athlete moves. Marcus Brown, CEO of Theia, explained to CyberGuy why video-only tracking matters.

“Using only video means teams get lab-grade biomechanics data that previously required a full lab setup, but without special suits, reflective markers, or hardware mounted to the bat or the player,” he said.

The system runs in the background once cameras are placed and calibrated. Coaches record sessions as usual, and the analysis processes automatically. Because of this, training routines stay the same, and players move naturally.

Brown added, “Until now, full swing analysis meant choosing between bat-only tools or biomechanics labs that couldn’t scale. Our new markerless technology changes that. Teams can now see the complete swing picture for every hitter using one system in an environment that matches their individual needs.”

How AI bat and body tracking improves player performance

A complete swing view gives coaches the chance to link body motion to bat results. Brown described why this matters for player development.

“Theia’s new bat tracking feature helps players improve because it gives coaches a complete and more accurate picture of the swing. Many tools today either measure the bat or the body, and many rely on wearables or sensors that can influence how an athlete moves,” Brown said. “When coaches can connect a player’s sequencing, posture, timing, and rotation to the bat’s path, speed, and contact quality, they can identify the specific movement patterns that drive results. That makes mechanical adjustments more targeted and much easier to track over time, leading to more consistent and meaningful improvements.”

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Driveline Baseball and the Padres Biomechanics Lab report strong accuracy from Theia’s markerless tracking tests. (Photo by Matt McClain/The Washington Post via Getty Images)

What players experience when teams use Theia’s system

Players will not need to attach anything to the bat or their bodies. They swing in their regular training spaces without changing behavior. Brown said, “For athletes, the biggest change is the level of precise personalized feedback they get. Coaches can isolate whether an issue is coming from sequencing, posture, timing, or how the hitter is delivering the barrel to the ball. That level of detail helps translate mechanical work in the cage into more consistent, reliable results in the field.”

Independent testing shows consistent bat and body data

Driveline Baseball and the PLNU x Padres Biomechanics Lab tested the system in both professional and collegiate settings. Brown said, “Our work with Driveline and the PLNUxPadres’ Biomechanics Lab showed the system could deliver high-quality bat-and-body data in the same environments where hitters actually train. What those tests demonstrated was consistency: the ability to capture the full swing automatically, link the bat and body with the precision needed for player development, and fit seamlessly into a normal training session.”

Why Theia’s system fits seamlessly into normal cage sessions

Sports tech can create workflow friction, but Theia aims to avoid that. Brown said, “We designed the system so coaches can use it without changing anything about their normal training routine. Once the cameras are in place, coaches simply record the session the same way they normally would, and the analysis happens automatically in the background.”

There are no extra steps, no equipment put on the players, and no training interruptions.

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Coaches can now review 3D bat paths and body sequencing using standard high-speed video. (Photo by Thien-An Truong/Getty Images)

The road ahead for AI sports performance

Brown believes this breakthrough sets the stage for future innovation.

“Player development is ultimately about understanding what drives performance, and this technology gives coaches a far clearer way to see that,” he said. “When you can connect a player’s movement to the result of the swing with objective repeatable data, you can build training plans that are far more individualized and precise.”

He also added: “This work builds on more than a decade of research and over 50 peer-reviewed validation studies focused on highly accurate markerless human motion tracking. It reflects where the field as a whole is headed toward integrated markerless solutions that give athletes and coaches clearer insight with far less friction.”

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Kurt’s key takeaways

Theia’s new bat and body tracking system reshapes how baseball teams study movement. It gives coaches deeper clarity, provides athletes with natural training conditions, and removes the hardware hurdles that limited biomechanics in the past. Fans may also see long-term effects. This level of detail can influence how hitters develop power, attack angles and timing. Young players may gain personalized training guides that shape better habits earlier in their careers. As video-driven AI expands across sports, tools like this give teams more ways to understand performance.

If your favorite team had access to this level of swing insight, how do you think it would change their lineup development strategy? Let us know by writing to us at Cyberguy.com.

Kurt “CyberGuy” Knutsson is an award-winning tech journalist who has a deep love of technology, gear and gadgets that make life better with his contributions for Fox News & FOX Business beginning mornings on “FOX & Friends.” Got a tech question? Get Kurt’s free CyberGuy Newsletter, share your voice, a story idea or comment at CyberGuy.com.

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Technology

Anker’s last-gen sleep buds are nearly 40 percent off ahead of daylight saving time

Published

11 hours ago

March 3, 2026

Press Room

Anker’s last-gen sleep buds are nearly 40 percent off ahead of daylight saving time

Bad news: most Americans are about to lose an hour of sleep next week. Good news: if you have trouble falling (or staying asleep), Newegg is currently selling Anker’s Soundcore Sleep A20 earbuds for $113.99 ($66 off) when you use coupon code MMSF88 at checkout, which drops them to just $6 shy of their lowest price to date.

A couple of us here at The Verge are fans of Anker’s last-gen sleep buds, which do a good job of muffling disruptive noises (including snoring). They’re lightweight and comfortable enough to wear overnight, even while sleeping on your side, with multiple ear tips and wings for a personalized fit. In fact, in his review, my colleague Thomas Ricker said that they improved his average sleep time by nearly 30 minutes within a two-week period.

What’s even more convenient is that they offer a variety of sleep-focused features to help you rest better. For example, you can use them to play a range of relaxing sounds, from meditation exercises and nature clips to white noise. You can use them as a regular pair of Bluetooth earbuds, too, just in case you prefer to listen to audiobooks or your own curated sleep playlist. They even come with adjustable EQ as well, though we wouldn’t recommend using them as your primary earbuds for music, given that they can’t match the audio quality you’d get from a pair of midrange earbuds from Apple, Sony, or Bose.

In addition, the Sleep A20 offer up to 14 hours of battery life and sleep tracking, providing insights into how long and how well you’ve slept via a companion app that also details your sleep positions and movements. The newer Soundcore Sleep A30 feature active noise cancellation, which is more effective at masking sounds than the A20’s passive isolation, but Anker’s last-gen earbuds remain a decent, budget-friendly option that can help you comfortably tune out most nighttime distractions for nearly half the price.

Technology

Figure data breach exposes nearly 1M accounts

Published

12 hours ago

March 3, 2026

Press Room

Figure data breach exposes nearly 1M accounts

Cyber expert shares tips to avoid AI phishing scams

Kurt ‘The CyberGuy’ Knutsson shares practical ways to avoid falling victim to AI-generated phishing scams and discusses a report that North Korean agents are posing as I.T. workers to funnel money into the country’s nuclear program.

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If you have applied for a loan online, you probably shared more than you realized. Your name. Your email. Your date of birth. Maybe even your home address and phone number. Now imagine all of that sitting on a dark web forum.

That is the reality for nearly 1 million people after hackers breached Figure Technology Solutions, a blockchain-focused fintech lender.

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What happened in the Figure data breach

Figure Technology Solutions, founded in 2018, uses the Provenance blockchain for lending, borrowing and securities trading. The company says it has unlocked more than $22 billion in home equity through partnerships with banks, credit unions, fintechs and home improvement companies. However, behind the scenes, attackers were working on a very different angle.

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Nearly 1 million accounts were exposed after hackers breached fintech lender Figure Technology Solutions in a social engineering attack. (Felix Zahn/Photothek via Getty Images)

According to breach notification data shared by Have I Been Pwned, information from 967,200 accounts was exposed. The leaked data included more than 900,000 unique email addresses along with names, phone numbers, physical addresses and dates of birth. That is a gold mine for identity thieves. Figure says the incident stemmed from a social engineering attack. What that means in simple terms is that someone inside the company was tricked into handing over access.

“We recently identified that an employee was socially engineered, and that allowed an actor to download a limited number of files through their account,” a Figure Technology Solutions spokesperson told CyberGuy in a statement. “We acted quickly to block the activity and retained a forensic firm to investigate what files were affected. We understand the importance of these matters and are communicating with partners and those impacted as appropriate. We are also implementing additional safeguards and training to further strengthen our defenses. We are offering complimentary credit monitoring to all individuals who receive a notice. We continuously monitor accounts and have strong safeguards in place to protect customers’ funds and accounts.”

Social engineering is the real weapon

When people hear the word blockchain, they think secure and untouchable. But attackers did not break cryptography. They targeted a human being. Groups like ShinyHunters specialize in this playbook. They reportedly claimed responsibility for the breach and, according to BleepingComputer, posted 2.5GB of data allegedly tied to thousands of loan applicants.

In recent weeks, the same group has claimed breaches involving companies like Canada Goose, Panera Bread and SoundCloud. Not every case is connected. Still, security researchers have observed a troubling pattern. Attackers impersonate IT support. They call employees. They create urgency. Then they direct victims to fake login portals that look nearly identical to real ones.

Once employees enter credentials and even multi-factor authentication codes, attackers gain access to single sign-on systems tied to major platforms like Microsoft and Google. From there, one compromised account can unlock a web of connected tools and internal systems.

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Security researchers say the Figure data leak underscores how social engineering bypasses even blockchain-based platforms. (Maxim Konankov/NurPhoto via Getty Images)

Why this matters to you

If your information was part of the Figure data breach, criminals now have enough detail to craft convincing phishing emails or phone scams. They can reference your real name. They can cite your address. They can pretend to be a lender or bank calling about your application.

Even if you never applied for a loan with Figure, this incident highlights something bigger. No platform is immune to human error. And social engineering works because it targets trust, not technology.

The bigger lesson about blockchain and trust

Figure markets itself as blockchain native. Blockchain can provide transparency and strong cryptographic security. However, none of that protects against a well-crafted phone call.

Security failures often happen at the human layer. That is where attackers focus their energy. As more financial services move online, the attack surface grows. Loan applications, identity verification tools and cloud-based systems create convenience. They also create new targets.

How to protect yourself after the Figure data breach

You cannot control how companies secure their systems. You can control how you respond. Start by checking whether your email address appears in the exposed dataset, then take the steps below to lock down your accounts.

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Figure says an employee was tricked into granting access, allowing attackers to download sensitive customer data. (Luke MacGregor/Bloomberg via Getty Images)

Check if your email was exposed

To see if your email address was affected, visit https://haveibeenpwned.com/. Enter your email address to find out whether your information appears in the leak. When finished, return here and begin Step 1 below.

Take these steps immediately

Change any exposed passwords right away. Do not leave a known leaked password in place. Update it everywhere you used it. Use a password manager to create strong, unique passwords for every account. Check out the best expert-reviewed password managers of 2026 at Cyberguy.com
Turn on multi-factor authentication wherever possible.
Never share login codes with anyone, even if they claim to be IT support.
Install strong antivirus software to help block phishing links, malicious downloads and ransomware that often follow major breaches. Get my picks for the best 2026 antivirus protection winners for your Windows, Mac, Android and iOS devices at Cyberguy.com.
Consider a data removal service to reduce your personal information on data broker sites, which scammers often combine with breached data. 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.
Place a free fraud alert or credit freeze with the major credit bureaus.
Monitor your bank and credit card statements weekly for suspicious activity.

Also, be cautious of unexpected calls about your accounts. If someone pressures you to act immediately, hang up and call the company directly using a number from its official website.

Kurt’s key takeaways

The Figure data breach is a reminder that technology alone cannot protect sensitive information. A single employee tricked into revealing credentials can expose hundreds of thousands of people. That is not a blockchain failure. It is a trust failure. If your data was involved, take action now. Even if it was not, treat this as a wake-up call. Your personal information has value. Criminals know it. Companies should know it too.

If one phone call can unlock nearly a million records, are companies investing enough in training people, or are they still betting everything on technology alone? Let us know by writing to us at Cyberguy.com

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Technology

Apple’s website leaks MacBook ‘Neo,’ which could be its new cheaper laptop

Published

24 hours ago

March 3, 2026

Press Room

Apple’s website leaks MacBook ‘Neo,’ which could be its new cheaper laptop

During Apple’s week-long product launch event on Tuesday, a listing for the “MacBook Neo (Model A3404)” appeared on a regulatory compliance page on Apple’s website under its line-up of 2026 MacBooks. First spotted by MacRumors, the listing appears to be an accident and has since been removed, but may have been a leaked reference to a rumored entry-level MacBook. Unfortunately, it didn’t include any additional details beyond the device’s name and model number.

The lower price and an “entirely new design” could help the new MacBook appeal to students and casual users, competing with Chromebooks and low-cost Windows laptops. A more affordable MacBook could be especially appealing after Apple announced the M5 MacBook Air on Tuesday, which has a higher starting price than last year’s Air.