ChatGPT developer OpenAI and other players in the generative AI business were caught unawares this week by a Chinese company named DeepSeek, whose open source R1 simulated reasoning model provides results similar to OpenAI's best paid models (with some notable exceptions) despite being created using just a fraction of the computing power.

Since ChatGPT, Stable Diffusion, and other generative AI models first became publicly available in late 2022 and 2023, the US AI industry has been undergirded by the assumption that you'd need ever-greater amounts of training data and compute power to continue improving their models and get—eventually, maybe—to a functioning version of artificial general intelligence, or AGI.

Those assumptions were reflected in everything from Nvidia's stock price to energy investments and data center plans. Whether DeepSeek fundamentally upends those plans remains to be seen. But at a bare minimum, it has shaken investors who have poured money into OpenAI, a company that reportedly believes it won't turn a profit until the end of the decade.

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Microsoft switched the Surface Pro tablet and both sizes of Surface Laptop from Intel and AMD's processors to Qualcomm's Arm-based processors last summer, part of a renewed hardware and software push to make the Arm version of Windows a thing. That ended a few years of a bifurcated approach, where the Intel and AMD versions of Surface PCs were the "main" versions and the Arm variants felt more like proof-of-concept side projects.

But if you work in a large organization or you're an IT administrator, the bifurcated approach continues. Microsoft announced some business-only versions of the Surface Pro tablet and the Surface Laptop last year that continued to use Intel processors, and today it's announcing two more, this time using Intel's Lunar Lake-based Core Ultra CPUs.

The refresh includes a new Surface Pro tablet and both 13- and 15-inch versions of the Surface Laptop, updated with most of the same design tweaks that the Qualcomm versions of the devices got last year (for example, a slightly larger 13.8-inch screen on the smaller version of the Surface Laptop, up from 13.5 inches). Generally, they have similar dimensions, weights, and configuration options as their Arm counterparts, including an OLED display option for the Surface Pro.

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Nvidia's GeForce RTX 4080 graphics card was faster than the RTX 3080 card it replaced. But it was also faster than the RTX 3080 Ti, 3090, and 3090 Ti. One of the good things about a new graphics card generation is that the new cards bring the last generation's inaccessibly expensive high-end performance down to cards that more people can actually afford.

That's not the case with the new $999 RTX 5080, which beats the previous-generation RTX 4080 Super by a little bit and the older RTX 4080 by a slightly larger bit but doesn't come close to beating or even replicating the performance of the outgoing 4090.

Nvidia points to its new DLSS Multi-Frame Generation technology as a mitigating factor here, leaning on its AI-generated frames to close the gap that the 5080's raw rendering performance can't close on its own. And sure, it's nice that this card can do that. On paper, the 5080 is also technically a good value compared to the flagship RTX 5090—between 60 and 75 percent of the performance for half the price (though talking about the MSRP of any of these cards at launch is strictly theoretical, given allegedly short supply and the demand from both actual buyers and scalpers looking to make a buck).

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First floated as a part of Deep Space Nine's Dominion War arc, the concept of "Section 31" has been divisive among Star Trek fans. Here's the idea: Buried deep within Starfleet exists an anonymous, ruthless intelligence agency that operates out of sight of most Federation citizens and Starfleet officers. Section 31 exists outside of typical Federation safeguards and restrictions, getting its hands dirty so that others in the Federation can pretend that dirt doesn't exist.

Subsequent Trek series would sometimes make a nod toward Section 31 or do contained Section 31-adjacent episodes or story arcs. But the inherent conflict between "post-scarcity utopian future where diplomacy and compromise are always the answer" and "autocratic future where shadowy extralegal spy agencies secretly pull all the strings" kept Section 31 from really feeling like a fully integrated part of the universe.

Surely a Section 31-themed direct-to-streaming feature film called Star Trek: Section 31 would be interested in exploring these contradictions? Surely it would have something thoughtful to say about our current age of misinformation and paranoia—the future reflecting and commenting on the present, as the best Star Trek media always has?

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Retro game enthusiasts may already be acquainted with Analogue, a company that designs and manufactures updated versions of classic consoles that can play original games but also be hooked up to modern televisions and monitors. The most recent of its announcements is the Analogue 3D, a console designed to play Nintendo 64 cartridges.

Now, a company called Retro Remake is reigniting the console wars of the 1990s with its SuperStation one, a new-old game console designed to play original Sony PlayStation games and work with original accessories like controllers and memory cards. Currently available as a $180 pre-order, Retro Remake expects the consoles to ship no later than Q4 of 2025.

The base console is modeled on the redesigned PS One console from mid-2000, released late in the console's lifecycle to appeal to buyers on a budget who couldn't afford a then-new PlayStation 2. The SuperStation one includes two PlayStation controller ports and memory card slots on the front, plus a USB-A port. But there are lots of modern amenities on the back, including a USB-C port for power, two USB-A ports, an HDMI port for new TVs, DIN10 and VGA ports that support analog video output, and an Ethernet port. Other analog video outputs, including component and RCA outputs, are located on the sides behind small covers. The console also supports Wi-Fi and Bluetooth.

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Nvidia is launching the first volley of RTX 50-series GPUs based on its new Blackwell architecture, starting with the RTX 5090 and working downward from there. The company also appears to be winding down support for a few of its older GPU architectures, according to these CUDA release notes spotted by Tom's Hardware.

The release notes say that CUDA support for the Maxwell, Pascal, and Volta GPU architectures "is considered feature-complete and will be frozen in an upcoming release." While all of these architectures—which collectively cover GeForce GPUs from the old GTX 700 series all the way up through 2016's GTX 1000 series, plus a couple of Quadro and Titan workstation cards—are still currently supported by Nvidia's December Game Ready driver package, the end of new CUDA feature support suggests that these GPUs will eventually be dropped from these driver packages soon.

It's common for Nvidia and AMD to drop support for another batch of architectures all at once every few years; Nvidia last dropped support for older cards in 2021, and AMD dropped support for several prominent GPUs in 2023. Both companies maintain a separate driver branch for some of their older cards, but releases usually only happen every few months, and they focus on security updates, not on providing new features or performance optimizations for new games.

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Nvidia's GeForce RTX 5090 starts at $1,999 before you factor in upsells from the company's partners or price increases driven by scalpers and/or genuine demand. It costs more than my entire gaming PC.

The new GPU is so expensive that you could build an entire well-specced gaming PC with Nvidia's next-fastest GPU in it—the $999 RTX 5080, which we don't have in hand yet—for the same money, or maybe even a little less with judicious component selection. It's not the most expensive GPU that Nvidia has ever launched—2018's $2,499 Titan RTX has it beat, and 2022's RTX 3090 Ti also cost $2,000—but it's safe to say it's not really a GPU intended for the masses.

At least as far as gaming is concerned, the 5090 is the very definition of a halo product; it's for people who demand the best and newest thing regardless of what it costs (the calculus is probably different for deep-pocketed people and companies who want to use them as some kind of generative AI accelerator). And on this front, at least, the 5090 is successful. It's the newest and fastest GPU you can buy, and the competition is not particularly close. It's also a showcase for DLSS Multi-Frame Generation, a new feature unique to the 50-series cards that Nvidia is leaning on heavily to make its new GPUs look better than they already are.

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The open source Wine project—sometimes stylized WINE, for Wine Is Not an Emulator—has become an important tool for companies and individuals who want to make Windows apps and games run on operating systems like Linux or even macOS. The CrossOver software for Mac and Windows, Apple's Game Porting Toolkit, and the Proton project that powers Valve's SteamOS and the Steam Deck are all rooted in Wine, and the attention and resources put into the project in recent years have dramatically improved its compatibility and usefulness.

Yesterday, the Wine project announced the stable release of version 10.0, the next major version of the compatibility layer that is not an emulator. The headliner for this release is support for ARM64EC, the application binary interface (ABI) used for Arm apps in Windows 11, but the release notes say that the release contains "over 6,000 individual changes" produced over "a year of development effort."

ARM64EC allows developers to mix Arm and x86-compatible code—if you're making an Arm-native version of your app, you can still allow the use of more obscure x86-based plugins or add-ons without having to port everything over at once. Wine 10.0 also supports ARM64X, a different type of application binary file that allows ARM64EC code to be mixed with older, pre-Windows 11 ARM64 code.

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Apple has sent out release candidate builds of the upcoming iOS 18.3, iPadOS 18.3, and macOS 15.3 updates to developers today. But they come with one tweak that hasn't been reported on, per MacRumors: They enable all of the AI-powered Apple Intelligence features by default during setup. When Apple Intelligence was initially released in iOS 18.1, the features were off by default, unless users chose to opt-in and enable them.

Those who still wish to opt out of Apple Intelligence features will now have to do it after their devices are set up by navigating to the Apple Intelligence & Siri section in the Settings app.

Apple Intelligence will only be enabled by default for hardware that supports it. For the iPhone, that's just the iPhone 15 Pro series, iPhone 16 series, and iPhone 16 Pro series. It goes further back on the iPad and Mac—Apple Intelligence works on any model with an M1 processor or newer.

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Apple released new beta versions of iOS 18.3 to developers and the public yesterday, and one of the changes coming with the new software update will (at least temporarily) disable Apple Intelligence notification summaries for all apps in the App Store's News and Entertainment category, at least temporarily.

Apple said earlier this month that it would be instituting updates to how these notifications are handled after complaints from news organizations, and the company has apparently decided to turn them off entirely while it decides what those updates will look like. Most prominently, one user's notification summary from the BBC suggested that Luigi Mangione, the alleged killer of UnitedHealthcare CEO Brian Thompson, had died of suicide; this was not true. Other examples have been cropping up since then.

For the notification summaries that remain, Apple is instituting changes to make it clearer when users are reading summaries and to make it easier to turn those summaries off. Notification summaries in iOS 18.3 will be italicized to help further distinguish them from individual non-summarized notifications—before, there was a small icon next to the text to indicate you were looking at a summary. Apple is also making it possible to turn off summaries on a per-app basis directly from the lock screen without diving into the Settings app to do it.

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Microsoft has two announcements for subscribers to its Microsoft 365 Personal and Family plans today. First, you're getting the Copilot-powered AI features that Microsoft has been rolling out to businesses and Copilot Pro subscribers, like summarizing or generating text in Word, drafting slideshows in PowerPoint based on a handful of criteria, or analyzing data in Excel. Second, you'll be paying more for the privilege of using those features, to the tune of an extra $3 a month or $30 a year.

This raises the price of a Microsoft 365 Personal subscription from $7 a month or $70 a year to $10 and $100; a family subscription goes from $10 a month or $100 a year to $13 a month or $130 a year. For current subscribers, these prices go into effect the next time your plan renews.

Current subscribers are also being given an escape hatch "for a limited time." "Classic" Personal and Family plans at the old prices with no Copilot features included will still be offered, but you'll need to go to the "services & subscriptions" page of your Microsoft account and attempt to cancel your existing subscription to be offered the discounted pricing.

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Intel's Arc B580 graphics cards have been its best-reviewed to date, maintaining the aggressive pricing of the old A-series Arc cards with fewer driver bugs, fewer weird performance outliers, and fewer caveats all around.

And this appears to be translating to retail success—the B580 is sold out across the board and difficult to find at its $249 MSRP. It's hard to tell if this is because demand has been good or supply was low (Intel says it has been restocking "weekly," for what that's worth). But regardless, there's clearly been some pent-up demand for an inexpensive-but-competent entry-level graphics card with decent ray-tracing performance and power efficiency and more than 8GB of RAM.

The Arc B570 is a less-powerful, less-interesting card than the B580, with fewer of Intel's Xe-cores, less memory bandwidth, and 10GB of RAM instead of 12GB. But it offers performance very similar to the RTX 4060 for $80 less—at least, if Intel and its partners can keep it in stock at that price—which makes it a dramatically more interesting budget option than $200-ish cards like the GeForce RTX 3050 or Radeon RX 6600.

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Virtualization software like Parallels and VMware Fusion give Mac owners the ability to run Windows and Linux on top of macOS, but for Apple Silicon Macs, that support was limited to the Arm-based versions of those operating systems. And while Windows and Linux both support some level of x86-to-Arm app translation that attempts to maintain compatibility with most software, there are still plenty of things that demand an Intel or AMD processor with the x86 instruction set.

Last week, Parallels released a new update that partially resolves this problem: Users of Parallels Desktop Pro 20.2.0 now have access to x86 operating systems via an "early technology preview" of Parallels' "proprietary emulation engine."

The technology preview is currently limited to certain 64-bit versions of Windows 10, Windows 11, and Windows Server 2019 and 2022. Parallels also says it has tested several UEFI-compatible Linux distributions, including Ubuntu 22.04.5, Kubuntu 24.04.1, Lubuntu 24.04.1, and Debian versions 12.4 to 12.8. Fedora will install, but it's unstable. 32-bit versions of operating systems, as well as older versions of Windows like Windows 7 or 8, aren't supported.

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Nintendo may be getting ready to make its Switch 2 console official. According to "industry whispers" collected by Eurogamer, as well as reporting from The Verge's Tom Warren, the Switch 2 could be formally announced sometime this week. Eurogamer suggests the reveal is scheduled for this Thursday, January 16.

The reporting also suggests that the reveal will focus mostly on the console's hardware design, with another game-centered announcement coming later. Eurogamer reports that the console won't be ready to launch until April; this would be similar to Nintendo's strategy for the original Switch, which was announced in mid-January 2017 but not launched until March.

Many things about the Switch 2's physical hardware design have been thoroughly leaked at this point, thanks mostly to accessory makers who have been showing off their upcoming cases. Accessory maker Genki was at CES last week with a 3D-printed replica of the console based on the real thing, suggesting a much larger but still familiar-looking console with a design and button layout similar to the current Switch.

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The Consumer Electronics Show is a reliable source of announcements about iterative updates to PCs and PC components. A few of those announcements are significant enough in some way that they break through all that noise—Nvidia's RTX 50-series GPUs and their lofty promises about AI-generated frames did that this year, as did Dell's decision to kill multiple decades-old PC brands and replace them with a bland series of "Pro/Premium/Plus" tiers.

But CES is also a place where PC companies and accessory makers get a little weird, taking some bigger (and occasionally questionable) swings alongside a big batch of more predictable incremental refreshes. As we've covered the show from afar this year, here are some of the more notable things we've seen.

Put an E-Ink screen on it: Asus NUC 14 Pro AI+

The NUC 14 Pro AI+ finds a way to combine E-Ink, AI, and turn-of-the-millennium translucent plastic into a single device. Credit: Asus

The strangest CES PCs are usually the ones that try to pull away from "a single screen attached to a keyboard" in some way. Sometimes, those PCs have a second screen stashed somewhere; sometimes, they have a screen that stretches; sometimes, they get rid of the keyboard part and extend the screen down where you expect that keyboard to be.

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The Raspberry Pi foundation has spent the last year filling out the Pi 5 lineup—in August, we got a cheaper $50 version with 2GB of RAM, and in December, we got the Pi 500, a Pi-inside-a-keyboard intended specifically for general-purpose desktop use. Today, the Pi 5 board achieves what may be its final form: a version with 16GB of RAM, available for $120.

The 16GB version of the Pi 5 includes the revised "d0" stepping of the Pi 5's BCM2712 processor. For the Pi's purposes, this chip is functionally identical to the original version but uses slightly less power and runs slightly cooler because it cuts out silicon used for features that the Pi 5 didn't take advantage of.

Raspberry Pi CEO Eben Upton writes that the 16GB version of the Pi 5 is possible because of other tweaks made to the d0 stepping of the Pi 5's processor, plus an updated LPDDR4X chip from Micron that could fit eight 16 Gbit RAM dies inside a single package that could fit on the Pi 5's board.

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Nvidia has good news and bad news for people building or buying gaming PCs.

The good news is that three of its four new RTX 50-series GPUs are the same price or slightly cheaper than the RTX 40-series GPUs they're replacing. The RTX 5080 is $999, the same price as the RTX 4080 Super; the 5070 Ti and 5070 are launching for $749 and $549, each $50 less than the 4070 Ti Super and 4070 Super.

The bad news for people looking for the absolute fastest card they can get is that the company is charging $1,999 for its flagship RTX 5090 GPU, significantly more than the $1,599 MSRP of the RTX 4090. If you want Nvidia's biggest and best, it will cost at least as much as four high-end game consoles or a pair of decently specced midrange gaming PCs.

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The company is using the carrot of "new features" and the stick of "no more updates for your old PC."

AMD's CES announcements include a tease about next-gen graphics cards, a new flagship desktop CPU, and a modest refresh of its processors for handheld gaming PCs. But the company's largest announcement, by volume, is about laptop processors.

Today the company is expanding the Ryzen AI 300 lineup with a batch of updated high-end chips with up to 16 CPU cores and some midrange options for cheaper Copilot+ PCs. AMD has repackaged some of its high-end desktop chips for gaming laptops, including the first Ryzen laptop CPU with 3D V-Cache enabled. And there's also a new-in-name-only Ryzen 200 series, another repackaging of familiar silicon to address lower-budget laptops.

Ryzen AI 300 is back, along with high-end Max and Max+ versions

Ryzen AI is back, with Max and Max+ versions that include huge integrated GPUs. Credit: AMD

We came away largely impressed by the initial Ryzen AI 300 processors in August 2024, and new processors being announced today expand the lineup upward and downward.

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AMD's batch of CES announcements this year includes just two new products for desktop PC users: the new Ryzen 9 9950X3D and 9900X3D. Both will be available at some point in the first quarter of 2025.

Both processors include additional CPU cores compared to the 9800X3D that launched in November. The 9900X3D includes 12 Zen 5 CPU cores with a maximum clock speed of 5.5 GHz, and the 9950X3D includes 16 cores with a maximum clock speed of 5.7 GHz. Both include 64MB of extra L3 cache compared to the regular 9900X and 9950X, for a total cache of 144MB and 140MB, respectively; games in particular tend to benefit disproportionately from this extra cache memory.

But the 9950X3D and 9900X3D aren't being targeted at people who build PCs primarily to game—the company says their game performance is usually within 1 percent of the 9800X3D. These processors are for people who want peak game performance when they're playing something but also need lots of CPU cores for chewing on CPU-heavy workloads during the workday.

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