New AI architecture delivers 100x faster reasoning than LLMs with just 1,000 training examples

OpenAI CEO Sam Altman isn’t just thinking big—he’s thinking colossal. Right now, the company is on track to deploy over a million GPUs by the end of 2025, but Altman’s already floating an even wilder vision: scaling that up to 100 million GPUs someday. That’s a hundredfold jump, and while it’s more of a moonshot than a concrete plan, it shows just how much compute power OpenAI believes it’ll need to push AI forward. Of course, pulling that off would mean tackling huge infrastructure hurdles and eye-watering costs—so for now, it’s more of a "what if" than a "when."

Editor’s Note: This isn’t just about raw numbers—it’s a signal of how much OpenAI thinks AI’s future depends on massive computing firepower. Altman’s musings hint at a world where AI models are exponentially bigger and more capable, but they also raise practical questions: Where will all these chips come from? Who’s footing the bill? And can the energy grid even handle it? For now, it’s a bold thought experiment, but one that frames the scale of ambition (and challenges) ahead for AI’s next era.

If you're a new parent or soon-to-be one, figuring out the best breast pump can feel overwhelming. This roundup cuts through the noise, highlighting top-rated wearable and portable options that are easy to clean—because let’s face it, convenience and hygiene matter when you're juggling feedings and everything else.

Editor’s Note: Breastfeeding is hard enough without struggling with clunky equipment. This guide matters because it helps parents find practical, time-saving tools that fit modern lifestyles—whether they're heading back to work or just need a hands-free option. It’s about making a demanding phase of life a little smoother.

Surfshark VPN is getting solid marks for speed and ease of use, making it a great pick for everyday internet users who want privacy without the hassle. While it might not have all the bells and whistles for power users, its simplicity and performance hit the sweet spot for casual browsing, streaming, or working remotely.

Editor’s Note: With online privacy concerns growing, VPNs like Surfshark are becoming essential tools—not just for techies, but for regular folks who want to browse safely. This review matters because it cuts through the noise, helping non-experts find a VPN that’s fast, affordable, and easy to use. If you’ve ever felt overwhelmed by VPN options, this one might be your low-stress solution.

If you're into cyberpunk aesthetics and horror games, "s.p.l.i.t" might be your next obsession—assuming you can handle its intense 90-minute runtime. The game blends neon-drenched dystopia with psychological terror, offering a bite-sized but immersive experience. It’s not for the faint of heart, but fans of the genre will likely find it worth the adrenaline rush.

Editor’s Note: Short, high-impact horror games are having a moment, and "s.p.l.i.t" taps into the cyberpunk revival while delivering a concentrated dose of scares. For time-strapped gamers or those who love atmospheric storytelling, this could be a standout pick—just maybe don’t play it alone at night.

If you're looking to upgrade your gaming setup with killer sound but don't want to empty your wallet, ZDNET's experts have done the legwork for you. They tested top gaming speakers from big names like SteelSeries and Logitech, comparing performance and value so you don't have to guess what’s worth your cash.

Editor’s Note: Great audio can make or break a gaming experience—whether it's hearing enemy footsteps in a shooter or getting lost in a game's soundtrack. This roundup cuts through the noise (pun intended) by highlighting speakers that actually deliver, saving gamers time and money on trial-and-error purchases. It’s a practical guide for anyone wanting better sound without the premium price tag.