From the first trailer alone, I could tell Halo season 2 would go in a different direction than the first. Where season 1 was bogged down in strange storytelling choices that didn’t leave much room for its characters — namely, the Spartans — to do what they do best — namely, kick Covenant ass — season 2 feels more in line with what a Halo show should be about.
Technology
Halo star Pablo Schreiber is excited for a darker season 2
According to Pablo Schreiber, the difference mostly comes down to tone. “The biggest place where we succeed on a level that we didn’t quite reach in season 1 is that I think the tone of this season feels darker,” he said in an interview with The Verge.
Schreiber, who plays Master Chief Petty Officer John-117, thinks the action has gotten better, too — I agree — and attributes these improvements to Halo’s new showrunner, David Wiener.
“This year, we’re living in David Wiener’s world,” he said. “[His] vision, I believe, matches the tone of the Halo franchise in a way that may be more fitting than the first season, and it’s incredibly successful.”
The first two episodes of Halo’s second season are out now, and they’re damn good. I’ve already shared my thoughts on episode 1, “Sanctuary.” While episode 2, “Sword,” is far lighter on the action, it more than makes up for it with how it reintroduces us to Riz-028 (Natasha Culzac). In the previous season, only half of Silver Team, Kai-125 (Kate Kennedy) and the Master Chief himself, got screen time devoted to their character development. Schreiber said that one of his great joys of this new season was correcting that.
“Early on in the second season, we start to find ways to differentiate everybody, give them a little bit of personality,” he said. “Getting to see all of these people that I’ve worked so closely with over the past almost five years have their moment in the spotlight was something that was really fulfilling for me.”
In terms of the Master Chief’s other relationships, Schreiber has said previously he wasn’t fond of the bewildering-but-brazen sex scene between John and Makee (Charlie Murphy), a human member of the enemy Covenant aliens. Schreiber would have preferred a more subtle approach.
“The more in your face you get with any elements of romance or sex, the less grounded it feels in the franchise,” he said. But Schreiber also doesn’t think the Master Chief, as a character, is too serious for romance; it’s just that he’d prefer another partner: Cortana. “There’s plenty of romance in Halo. It just happens that it’s between John and Cortana, you know.”
Of course, it’s not a new idea that John loves his AI copilot. (Whose personality was cloned from Dr. Halsey, the woman who essentially created John and all the Spartans and is thought of as a mother figure for them all — make of that what you will.) She all but confesses her love for him in Halo 4, and in Halo 5: Guardians, he goes AWOL for the first time in his life in order to bring her back. However, one could read that as fierce loyalty — a trait Spartans are known and beloved for — with Chief considering Cortana as a member of the team.
So it was interesting to hear Master Chief himself describe the final moment of “Sanctuary” as romantic. In the scene, John visits a VR parlor and talks to a hologram that comes close to looking like Cortana but misses the mark. John says to not-quite-Cortana (Christina Bennington) that he feels like part of him is missing and that he hears sounds that he thinks might be her.
Though I’ve never had a sentient, autonomous AI implanted in my brain, I can imagine if I did, and it was subsequently taken away like Cortana was for John, I, too, would feel like something was missing. But I may have been a bit too literal. “If you didn’t hear romantic undertones in that scene, then I’m not sure how to spell that out for you, but I definitely thought that was,” Schreiber said.
Of course, if you’re not a Chief / Cortana shipper (personally, I’m a Tom-B292 / Lucy-B091 girl) or think of them as merely friends, that’s valid, too.
“It depends on your concept of romance,” Schreiber said. “When you’re talking about life partnership, you’re talking about somebody that adds to you, somebody that completes you, somebody that makes you better than you were. That’s certainly what Chief has seen in Cortana.”
Sounds a lot like love to me.
Technology
Kindle app now answers questions about the book you’re reading
Amazon has launched a new AI feature in the Kindle app that gives spoiler-free answers to questions about the book you’re reading and confirmed that authors can’t opt out from the feature.
The company calls Ask this Book an “expert reading assistant” in its announcement and says that it’s capable of answering questions about “plot details, character relationships, and thematic elements,” all while avoiding spoilers by limiting its answers to content from the pages you’ve read so far. It’s essentially an in-book chatbot, accessible from the book menu or by highlighting a passage of text you want to ask about.
Amazon spokesperson Ale Iraheta told Publishers Lunch that the answers are “non-shareable and non-copyable” and only available to readers who’ve purchased or rented books. Iraheta also said that the feature is always on, noting that “there is no option for authors or publishers to opt titles out.”
Technology
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.
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Technology
You need to listen to Sudan Archives’ violin opus for the club
My introduction to Sudan Archives was the song “Nont for Sale” from her first EP Sink in 2018. I’ve been a die-hard fan ever since. With each album, she finds new ways to sculpt the sound of her violin, contorting it in defiance of expectations.
Athena found her in conversation with it, leaving its timbre largely recognizable and organic, veering from experimental pop to more ambient passages. Natural Brown Prom Queen embraced the aesthetics of sound collage, samples, and modern R&B, blending her violin with more expressly electronic elements. The BPM has identifiable violin passages, but it fully embraces the more technological elements of Sudan Archives’ sound.
The album opens with “Dead,” which begins with gentle orchestral swells and a processed, but identifiable violin. Then, at the 1:30 mark, the beat drops — what sounds like high-pitched vocal chops dance around the stereo field, and an undulating synth bass drags he whole thing to the dance floor. The track serves as something of a mission statement, with multiple movements exploring the various incarnations of Archives’ sound as she asks, “Where my old self at? Where my nеw self at?” answering herself by chanting “right here, right hеre” in response to each.
What follows is a volatile tour of dance music, from the four-on-the-floor funk of “My Type,” to the trap-tinged tongue-in-cheek sex raps of “Ms. Pac Man” — there’s even an Irish jig in the middle of “She Got Pain.” Across the record, there are flashes of autotune, drum ’n’ bass breaks, house piano stabs, techno synth bass, and, of course, soaring violin flourishes. Often, there are multiple of these things in a single track as Archives eschews typical pop song structures, bouncing giddily from one style to the next.
Unsurprisingly, the tempo on The BPM is generally amped up compared to much of Archive’s previous records. But it’s not all club bangers. “Come and Find You,” winks at 80s and early 90s R&B of acts like Sade. And often the lyrics turn to matters of the heart, “I found a way to travel to you even when we’re not in sync, I’m gonna find my way back to you, Even when it’s really hard I like the push and pull,” she sings on “David & Goliath.”
The BPM is a dense, hectic record that revels in its unpredictability and sonic shrapnel. It’s also my favorite record of 2025. Despite only coming out in mid-October, it was my most listened to album according to my Apple Music Recap. Sudan Archives The BPM is available on Bandcamp and most streaming services, including Qobuz, Tidal, Apple Music, Deezer, YouTube Music, and Spotify.
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