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The end of typing? Why workers are suddenly ditching their keyboards

The Guardian

'To be voicepilled is to glimpse the future.' 'To be voicepilled is to glimpse the future.' Employees are now whispering to AI voice dictation tools rather than clacking the keys. Reid Hoffman first declared himself "voicepilled" in the autumn of last year. Actually, I still haven't really got it.


Alienware Area 51 review: Absurd speed, serious outlet anxiety

PCWorld

When you purchase through links in our articles, we may earn a small commission. This is one powerful laptop. Alienware's beefy 16-inch Area 51 packs excellent CPU and GPU performance, though battery life suffers. The Alienware Area 51 is a laptop with history. The first Alienware Area 51 desktop was released back in 1998, and then came the Area 51 laptops in the 2000s. Fast forward to today and the Alienware Area 51 is still among the most powerful laptops available and capable of record-setting performance.


Asus ROG Zephyrus Duo review: A dual-screen gaming laptop for work and play

PCWorld

When you purchase through links in our articles, we may earn a small commission. I was surprised by how useful the second screen actually is. Wired connectivity doesn't include Ethernet The ROG Zephyrus Duo successfully brings the dual-screen design of the Asus ZenBook Duo to a gaming laptop, though at a high price. Do you like having a screen on your laptop? The Asus ROG Zephyrus Duo has two of them! While most games don't readily support display across multiple screens simultaneously, extra display space is always appreciated, especially if you often need to watch a guide or refer to external websites while playing ( players, I'm looking at you). Instead, it's a robust, attractive, and well-executed dual-screen laptop, though it does have a notable problem.


20 free Windows apps that fix the most annoying parts of your PC

PCWorld

PCWorld highlights 20 free Windows applications that address common PC frustrations, from poor search functionality to audio control issues. Featured tools include Microsoft PowerToys for system utilities, Voidtools Everything for faster file searching, and EarTrumpet for individual app volume management. These hidden gems can significantly improve PC workflows by offering alternatives to built-in Windows features and solving everyday computing problems. Even if you aren't a huge techie, you probably know about all the big, mainstream apps that are fundamental to how we use our PCs.


Give Your Phone a Huge (and Free) Upgrade by Switching to Another Keyboard

WIRED

The app reads your email inbox and your meeting calendar, then gives you a short audio summary. It can help you spend less time scrolling, but of course, there are privacy drawbacks to consider.


The Morning After: Our verdict on Apple's 600 Macbook Neo

Engadget

Apple's new family of laptops might have a cringeworthy name, but don't let it fool you. Despite the MacBook Neo running on a built-for-iPhone A-series processor and being limited to 8GB of RAM, it delivers on what Macs do best. It has a capable screen, keyboardand trackpadand its overall build quality should embarrass other laptop-making rivals that have compromised on those areas with their $600 laptops. Don't expect a gaming rig - it struggled predictably to run, but for most of the things you need a laptop for - especially for students and desk workers - it handles them with aplomb. Check out our full Neo review by Devindra Hardawar - surely you're intrigued by the idea of a $600 MacBook?


Fortnite's original Save the World mode will be free to play starting on April 16

Engadget

Fortnite's original Save the World mode will be free to play starting on April 16 As of tonight, new players won't be able to download the paid version. This is not the battle royale mode that went on to take over the world, but rather a PvE co-op campaign that focuses on crafting and survival. It currently costs $9 but that ends soon. As a matter of fact, Epic Games will stop selling the paid version of the content tonight, March 11, at 8PM ET. If you have $9 burning a hole in your pocket to spend on something that'll be free next month, go for it.


Rabbit's Cyberdeck is a modern take on a netbook

Engadget

The company shares details about its new device with Engadget. Rabbit is preparing to release a new device later this year. When you think of an AI-forward PC, you might think of something like NVIDIA's $3,999 DGX Spark -- a computer with enough computing power to run complex large language models locally. That's not what Rabbit is trying to build with Project Cyberdeck. Instead, the company's goal is to produce a device tailored for vibe coding, and Engadget was given an exclusive first look at the upcoming PC.



1cc70be9fb6a83bc46cf4ac21a91e0b0-Supplemental-Conference.pdf

Neural Information Processing Systems

In this section, we provide the class assignment of all datasets under different missing rates. The proposed setting is anew multi-task learning scenario. Its practical applications could not be limited by the mentioned assumption in the testing space. Table B.2: The observed classes of each task onOffice-Caltech with different missing rates. Office-Home [9] contains images from four domains/tasks: Artistic, Clipart, Product and Realworld. Skin-Lesion contains three skin lesion classification tasks: HAM10000 [8], Dermofit [2] and Derm7pt[5].