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OpenAI introduced Frontier, a platform designed to organize AI agents that perform business tasks within internal systems and workflows.

OpenAI Frontier

The platform connects data from multiple internal systems including customer relationship management tools, ticketing platforms, and data warehouses. This integration creates a shared knowledge layer that allows AI agents to understand business processes and decision points across departments.

“We’ve learned that teams don’t just need better tools that solve pieces of the puzzle. They needed help getting agents into production with an end-to-end approach to build, deploy, and manage agents,” the company said.

The system also enables AI agents to perform tasks through access to workplace tools such as file handling, code execution, and data analysis. The agents can build memory from previous interactions, which allows them to refine performance over time through ongoing evaluation and feedback.

Frontier includes identity management and permission controls that allow organizations to set operational boundaries for each AI agent.

The platform is built to operate across local infrastructure, enterprise cloud systems, and OpenAI-hosted environments. It uses open standards that allow organizations to connect existing applications and data without restructuring their technology environments. AI agents can operate through various interfaces, including chat systems and internal workflow software.

Several companies including HP, Intuit, Oracle, State Farm, Thermo Fisher Scientific, and Uber are among early adopters. Additional enterprises such as BBVA, Cisco, and T-Mobile have tested the platform through pilot programs focused on complex operational tasks.

“Our partnership with OpenAI continues to expand, helping enterprises unlock what’s possible with data and AI. With OpenAI Frontier, we have a strong platform to continue to introduce innovative AI use cases that work across the business,” said Greg Pavlik, EVP at Oracle Cloud Infrastructure.


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Right now, the factory-reconditioned model of the JBL Bar 1300X is $819.99 at Woot. That’s nearly $280 off from its usual $1,099.99 price on Amazon, and even below its previous low of $899.95, according to price-trackers. The reconditioned label here means it’s been tested and cleared to work as intended, not that it’s missing parts or support. Prime members get free shipping, and availability is limited to about three weeks or until stock runs out.

In use, the Bar 1300X feels closer to a traditional home theater than most soundbars. It has a fully wireless design with detachable rear satellites that don’t need any cables and run on battery (up to 12 hours), while the massive 12-inch subwoofer only needs a power outlet. The main bar itself connects via HDMI eARC, but you also get three additional HDMI inputs, plus optical and USB. It supports Wi-Fi 6, Bluetooth 5.0, Apple AirPlay, Google Cast, and Alexa MRM—though it doesn’t include a voice assistant onboard. You’ll want the JBL One app for setup, calibration, firmware updates, and EQ tweaks. 

PCMag gave it an “outstanding” rating and named it the best soundbar of 2023, largely because it actually feels like a full surround system. The satellites can act as Bluetooth speakers on their own, and the directional audio with upward-firing drivers and a thunderous sub make everything from movies to music feel more dimensional. That said, the satellites do need regular charging, and the app’s EQ is pretty basic. But if you're serious about upgrading your living room sound, this is a deal worth considering, especially at this discounted price.

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At $699.99, down from $999.99, the Roborock Qrevo Curv is at its lowest price yet, according to price trackers. That puts a top-tier robot vacuum and mop within a price range that is still expensive but no longer out of reach for people who were already considering a premium hybrid. This is the model our reviewer, Amanda Blum, called the most adaptable robot vacuum she’s tested, and PCMag backed that up with an “excellent” rating.

The Curv, using Roborock’s AdaptiLift chassis, can raise its body and climb thresholds up to 1.6 inches. In real use, that means it can move from hardwood to tile or over raised door frames without stopping short. Cleaning performance is strong as well. It delivers 18,500Pa of suction power, handles pet hair with an anti-tangle main brush, and uses a redesigned side brush that extends outward to sweep debris from corners. It can also avoid more than 60 types of obstacles, including shoes and cords. And when the job’s done, the dock takes care of most maintenance: emptying the dustbin into a bag that lasts around two months (depending on usage), refilling water, washing mop pads with hot water, drying them, and cleaning itself afterward. 

Navigation relies on LiDAR and a camera that can also be used for live viewing or patrol routes, effectively turning the robot into a rolling security cam. Setup takes a bit of time, but mapping is fast and accurate, and the app gives clear control over schedules, rooms, and cleaning intensity. On the downside, there’s no detergent dispenser, and the voice assistant (“Hello Rocky”) has a learning curve unless you’re reading off the cheat sheet. Also, while the robot tries to lift its mops over carpets, it may still drag them across, depending on the rug’s height. All in, the Qrevo Curv feels like a well-rounded investment for someone who wants more than just a basic robot vacuum, especially at its all-time low price right now.

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For me, third-party "Joy-Cons" were an absolute necessity for comfortable portable play on the original Switch. But because the Switch 2 upgraded its Joy-Cons to a more complicated magnetic connection, we haven't seen many third-party options come out for it yet. It hasn't been as much of an issue for me as on the original Switch, since I do think the Joy-Con 2 are more comfortable than the original Joy-Cons. But they're still not ideal, especially when compared to other portable gaming options like the Steam Deck.

That's why controller company Abxylute's recent announcement is so interesting to me. The company announced on Tuesday that it will soon launch Kickstarters for two different portable controller options for the Nintendo Switch 2, both of which use a novel solution. Instead of sliding onto the console's sides like the Joy-Cons, these are instead shells you slide the console itself into. Just plug your console into the USB-C dock at the bottom of the shell, and you'll get a wired connection to the controller halves that sit on either side of the shell, while still being able to use the system's built-in screen. These Joy-Con 2 alternatives offer gamer a bit more grip, and, as a bonus, one of them also essentially turns your Switch 2 into a portable GameCube.

Abxylute N6 (above) and Abxylute N9C (below)
Credit: Abxylute

Part of the fun of third-party Joy-Cons for the original Switch is that they took advantage of the console's modularity to offer wacky form factors. Take the NYXI Wizard, for example. This controller looked like a classic Nintendo GameCube WaveBird controller out of the box, but you could also take both halves of the controller off a central connector piece and slap them onto the sides of the original Switch for authentic portable Smash Bros. or Super Mario Sunshine gameplay. I missed seeing this kind of innovation on the Switch 2, especially since that system now offers even more GameCube games via Switch Online. Thankfully, though, Abxylute is picking up the slack.

While its N6 portable controller is more traditional, its N9C is for retro gamers. It looks more like an original GameCube controller than a WaveBird, but it has the same familiar stick and button layout, and even has the right colors. There are modern niceties here, like home buttons and a more fully-featured D-Pad and right stick than on an actual GameCube controller. But this is shaping up to be the best way to play GameCube games on the Switch 2 on the go. The N6, meanwhile, has all the same features, but in a more common, Xbox 360 style layout, similar to the CRKD Nitro Deck 2.

There are also some power user features in the fine print, like drift-proof sticks (capacitive on the N9C and Hall effect on the N6), a gyroscope, optional macro buttons, and on the N9C, clicky micro-switch buttons. You could use either controller for any type of game, if you'd like. But it's really the GameCube form factor that's convincing me here. Yes, this design will likely be more comfortable than the Joy-Con 2, but it's also more fun.

Abxylute N9C (left) and Abxylute N6 (right)
Credit: Abxylute

Unfortunately, because the Kickstarter campaigns for these have yet to launch, we don't yet know what they'll cost. Competitors like the Nitro Deck 2 cost $99, though, so you can probably expect to pay around that much. Abxylute's HandheldDIY J6 for the original Switch also costs $95 (when not on sale), which is another good barometer.

That's on the pricey end: My favorite third-party Joy-Cons for the original Switch only cost $50. But for the extra features here, plus the pricing on the competition, it's probably a cost I'd be willing to eat—especially because alternatives are still rare. The only third-party Switch 2 Joy-Cons you can buy right now that offer the same magnetic plug-and-play as the official ones are the NYXI Hyperion 3, and they have yet to be released and cost $126.99 (and they'll jump to $170 once early bird deals end). Abxylute's new reveals may not have that same satisfying snap-on tech, but they're feature-rich, and should still be a good upgrade over the official Joy-Con 2.


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Identity thieves are now using college enrollment to take out student loans in victims' names. This so-called "ghost student" scam capitalizes on limited verification for online class sign-ups and the federal aid application process to steal millions in funds while assigning the debt to unsuspecting targets.

I personally have been a victim of this scam, which I discovered only after an outstanding student loan debt landed on my credit report in 2024. Here's how the scheme works.

'Ghost student' scam relies on stolen identities

To run this scam, fraudsters use stolen or fake identities to enroll "ghost students" in online classes while also applying for federal student aid, including Pell grants and loans. Of course, they never actually attend those classes, instead disappearing with the money and placing the resulting financial burden on the individuals and schools they've conned.

In my case, scammers had used just enough accurate personal information to "enroll" at a community college in southern California and take out a Pell grant in my name. However, because the enrollment was fraudulent, the grant was considered overpaid and sent to collections via the U.S. Department of Education—which is how it landed on my credit record.

According to the U.S. Department of Education's Office of Inspector General (OIG), this type of fraud blew up with the shift to online and remote learning, particularly at community colleges that offer open enrollment (and generally engage in limited verification of applicant information). Increasingly, AI tools also likely help scammers to expand their reach with enrollment and loan applications and get past identity verification checks.

The scheme has affected schools across the country. In California alone, nearly a third of all applicants to community colleges in 2024 were identified as fake. A handful of individuals have been sent to prison after stealing millions in "ghost student" financial aid, but the OIG still has 200 investigations open.

For individuals targeted by the ghost student scam, the consequences are essentially the fallout of identity theft, such as debt falsely assigned to you that negatively affects your credit or the inability to get legitimate student loans (or any other type of credit) when you actually need them.

It also forces you into a long and arduous process of disputing the fraud: I spent several months going back and forth between the Department of Education, the community college, the credit bureaus, and an attorney to track down the fraudulent applications, file identity theft reports, provide extensive documentation proving that I wasn't responsible for the debt, and get the information removed from my record.

How to protect your identity from student loan fraud

Unfortunately, the ghost student scam circumvents a standard anti-fraud safeguard because most federal student aid doesn't require a credit check. (My credit record had been frozen for years, and still was at the time that this fraud took place.) While you should absolutely freeze your credit and thaw it temporarily only when needed, this step may not prevent bad actors from using your information to apply for grants and loans.

Because this scam is a form of identity theft, you should take every precaution to safeguard your personal information. Given the ubiquity of data breaches and hacks, you can assume a lot of it is already out in the open, but that doesn't mean you can't lock accounts down and practice good digital hygiene. Credit fraud alerts and a regular review of your credit reports will help you catch any suspicious activity quickly.


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The 65-inch TCL QM7K is currently selling for $797.99, down from $999.99, and price-trackers show this is the lowest it has dropped so far. The QM7K isn’t a stripped-down budget model—it’s a mini-LED TV with full-array local dimming, wide HDR format support, and brightness levels that push past 2,000 nits. In practice, that means HDR highlights pop, contrast stays controlled, and the screen remains usable even in rooms with a lot of daylight. It doesn’t reach the extreme peak brightness of TCL’s higher-end QM8, but for most living rooms, the difference is negligible. And if you’re also shopping for a solid gaming and streaming setup without dropping over a grand, the QM7K fits the bill.

TCL has packed this one with gamer-friendly specs: a native 144Hz refresh rate, AMD FreeSync Premium Pro, and input lag under 5ms for 1080p at high frame rates. Even at 4K60, input lag stays under 14 milliseconds, keeping it comfortably below the one-frame delay PCMag uses as a benchmark for solid gaming performance in a TV. Connectivity is solid, too, with four HDMI ports in total, including two that support 144Hz signals and one with eARC for audio passthrough, plus USB, Ethernet, and optical audio. Google TV handles the smarts, with support for Apple AirPlay, Chromecast, hands-free Google Assistant, and all the big-name streaming apps. The included remote is backlit, easy to use, and comes with shortcut buttons for popular apps. And the interface is easy to navigate.

That said, there are some trade-offs. Color tuning leans warm out of the box and may need adjustment, and the panel doesn’t support ATSC 3.0, so you’re missing out on the newer over-the-air broadcast standard. Also, like most LED TVs, you’ll lose some color saturation and contrast when watching from sharp side angles. But those compromises are minor for most people using it as a living room centerpiece or gaming display. PCMag gave the QM7K “excellent” rating, and our own writer, Daniel Oropeza named the 65-inch model one of the best budget QLED TVs to buy.

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Speaking as someone who almost pulled the trigger on one this weekend, if you're planning on buying a new MacBook Pro right now, don't do it. According to inside information seen by Bloomberg's Mark Gurman, new models are right around the corner. The news came in the latest edition of Gurman's Power On newsletter, a frequent and usually correct source on all things Apple. According to the reporter's sources at the company, new models of MacBook Pro are currently set to come out sometime during the macOS 26.3 release cycle, which will last from February through March.

The new laptops will supposedly keep the same form factor, but will feature newer chips, likely the M5 Pro and M5 Max. That means more performance for power users. Currently, you can only buy a MacBook Pro with either an entry-level M5 chip, and if you want a little bit more power, you'll have to settle for either the M4 Pro or M4 Max, both of which are last gen. Also, the base M5 chip is not available on the 16-inch MacBook Pro, although that's unlikely to change in the new release.

If Gurman's sources are correct, the new MacBooks would be coming out a bit earlier in the year than you might expect, at least going by the last time the MacBook Pro got pro-level chips, which was in October of 2024. However, if you try to buy a MacBook Pro with an M4 Max chip on Apple's website right now, you'll notice shipping delays into the end of February and, in some cases, early March. Gurman also says that his sources are also reporting that the current MacBook Pro is starting to sell out at Apple Stores around the world. Both of these points seem to show that Apple isn't bothering to restock dwindling inventory anymore, which would hint towards a new launch being imminent.

That's great news for Apple power users who want to eke a bit more performance out of their machines, but I'm a little disappointed that there's no mention of OLED or touchscreens in this report, both of which were rumored to potentially start production this year. Still, even going by those earlier rumors, the start of 2026 would be an optimistic timetable for these features—we might expect them closer to either the end of year or early next year.

Apple users might be concerned about the new models releasing during the ongoing RAM crisis, which could theoretically see prices go up. However, according to a separate report from other famed Apple leaker Ming-Chi Kuo, it seems the company is planning to eat rising RAM costs itself rather than pass them on to consumers, at least for its next iPhone. I can't say whether that'll also be the case for the next MacBook, but as Apple will likely stop selling the previous models once the new ones are out, it seems likely to me.

Speaking of previous models, even if you don't necessarily need Apple's latest and greatest chips, I would still hold off on buying until the new models are announced. That's because existing M4 Pro and M4 Max units that are already in stock at sites like Amazon are likely to go down in price immediately afterwards. According to price-tracking sites, these seem to have been unaffected by the RAM crisis so far, and are favorite discounts during deals events like Prime Day. No longer being the latest and greatest means discounts are likely to become even more common, as these stores push to move their remaining stock and give customers a compelling reason to not opt for Apple's slightly newer chips instead.


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