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PyTorch Reshaping with None

PyTorch Reshaping with None Currently I am learning attention mechanism from Dive into Deep Learning book. In the book I see following implementation in masked softmax: def sequence_mask (X, valid_len, value = - 1e6 ): """ X is 2D array (number_of_points, maxlen), valid_len is 1D array (number_of_points)""" max_len = X . size( 1 ) mask = torch . arange(max_len, dtype = torch . float32, device = X . device)[ None , :] < valid_len[:, None ] X[ ~ mask] = value return X In sequential data process

Minecraft Competitor Hytale Shuts Down After a Decade of Development

Hypixel Studios is shutting down development of Hytale, its Minecraft-like sandbox creator game. The studio, a subsidiary of Riot Games, posted a blog post explaining that financial support wasn't enough to buoy the long development time. The game will not be released to the public. Hypixel Studios has long struggled with delivering on the initial vision for Hytale, and Riot Games' investment in the developer couldn't change the fact that the game had a troubled production. A blog post from Hy

The German automotive industry wants to develop open-source software together

Collaboration for more speed, efficiency, and security in software development and the basis for an open and collaborative ecosystem With the support of the German Association of the Automotive Industry (VDA), 11 companies in the automotive industry have agreed on pre-competitive cooperation in open source software development. A corresponding Memorandum of Understanding (MoU) was signed today at the 29th International Automotive Electronics Congress (AEK). With the increasing importance and

Krysten Ritter Returns as Jessica Jones in 'Daredevil: Born Again': What We Know So Far

Krysten Ritter will be returning as superhero Jessica Jones in the second season of Daredevil: Born Again alongside Charlie Cox's Daredevil, Disney announced during Marvel's section of Disney Upfront 2025 in May. "Hey hey, JJ," Ritter wrote on Instagram May 13, "I can't WAIT for Jessica Jones to get back in the MCU action with Daredevil." Season 2 of Daredevil: Born Again will be released in March 2026. According to Instagram posts where Ritter and Cox have been tagged in by a fitness coach, b

Samsung&#8217;s offering a $50 credit if you commit to preordering its upcoming Galaxy foldable

Samsung has announced an Unpacked event that’s happening on Wednesday, July 9th at 10AM ET. Details are sparse, but it shared the tagline “Ultra Unfolds,” which suggests we’re about to learn a whole lot more about a premium foldable phone, and perhaps some other foldables. However, you don’t have to wait for the keynote to unfold to mark yourself as interested, and Samsung is offering a free incentive if you follow through with buying it. By filling out a reservation form for the upcoming devic

Gemini Robotics On-Device brings AI to local robotic devices

We’re introducing an efficient, on-device robotics model with general-purpose dexterity and fast task adaptation. In March, we introduced Gemini Robotics, our most advanced VLA (vision language action) model, bringing Gemini 2.0’s multimodal reasoning and real-world understanding into the physical world. Today, we’re introducing Gemini Robotics On-Device, our most powerful VLA model optimized to run locally on robotic devices. Gemini Robotics On-Device shows strong general-purpose dexterity an

This 10,000mAh Power Bank Costs Only $16, Scores 4.6/5 from 78,000 Amazon Reviews

Going out without a power bank is a risk many of us can’t afford to take anymore. The fear of your phone dying at the worst possible moment is real. In the past, power banks were bulky, heavy and awkward to carry around but technology has come a long way: Today you can have the best models in your pocket, ready to charge your devices whenever you need to use them. One of the best models available on the market today is the INIU portable charger which is among the world’s thinnest and capable of

Google DeepMind&#8217;s optimized AI model runs directly on robots

is a news writer who covers the streaming wars, consumer tech, crypto, social media, and much more. Previously, she was a writer and editor at MUO. Google DeepMind is rolling out an on-device version of its Gemini Robotics AI model that allows it to operate without an internet connection. The vision-language-action model (VLA) comes with dexterous capabilities similar to the one released in March, but Google says “it’s small and efficient enough to run directly on a robot.” The flagship Gemini

Dealing With Spotty Internet? A Network Switch Might Fix It

Your home internet connection can run just fine without a network switch, so is it essential to have one? I spoke with an expert from Netgear to find out the benefits of using one. Spoiler: It can enhance your connection. If you’re serious about optimizing your internet connection, using a network switch could take it to the next level. However, there are details to consider before investing in a network switch. A network switch is a device you connect to your router. It opens up more Ethernet

This theory about Jony Ive’s AI hardware device seems increasingly likely

When Jony Ive and Sam Altman teased their upcoming AI hardware device, we noted how mysterious they were being about its form factor. While some were suggesting that it was a wearable, I said I felt pretty sure it wasn’t, and that’s now been confirmed by a court filing. A 9to5Mac reader last month made a plausible suggestion, and the latest development seems to me to add weight to the idea … What we knew before the court filing Both Ive and Altman had long made it clear their device wasn’t a

Amazon Offers 50% Off This Portable Power Station, Plus a Free 100W Solar Panel Included

Portable power stations have surged in popularity in recent years, becoming essential gear for a range of situations—whether you’re facing winter power outages or heading outdoors for summer adventures like camping. In contrast to standard power banks, this device offers enough juice to run small appliances like mini fridges as well as more energy-intensive electronic devices. The Bluetti power station, especially in this deal, takes it a notch higher by offering a 100W solar panel, and makes i

Best Buy Slashes 42% Off This Marshall Bluetooth Speaker, Not Part of Amazon’s Early Prime Day Deals

A good portable Bluetooth speaker is a huge addition to any home. Seriously, being able to listen to your favorite music no matter where you are makes any home feel that little bit better, but if you’re someone who wants one with a bit more punch, then we’ve got a great deal for you today. The Marshall Willen portable Bluetooth speaker normally costs $120, and it’s definitely worth it at that price, but you don’t have to pay that today. In fact, you can get it while it’s just $70, which is $50

Google’s answer to Apple’s Handoff is coming with a welcome upgrade for Android (APK teardown)

Rita El Khoury / Android Authority TL;DR Google is working on an Android-wide “Handoff” feature for multi-device syncing. This feature will enable access to apps and media across your devices, and even sync notifications between them. Apple has a similar Continuity feature called Handoff, albeit without notification syncing. Last week, we spotted an in-development “App Cast” tool within Google Play Services. Based on the strings, we speculated that Google could allow Android devices to strea

Apple @ Work Podcast: How Kagi is building a better search for teams

Apple @ Work is exclusively brought to you by Mosyle, the only Apple Unified Platform. Mosyle is the only solution that integrates in a single professional-grade platform all the solutions necessary to seamlessly and automatically deploy, manage & protect Apple devices at work. Over 45,000 organizations trust Mosyle to make millions of Apple devices work-ready with no effort and at an affordable cost. Request your EXTENDED TRIAL today and understand why Mosyle is everything you need to work with

Tell HN: Meta developer account suspended

Hi all, my Meta developer account was suddenly restricted without warning, and there’s no way to appeal or reach support. I believe this may have been triggered by a location (read, IP address) change: I’m a student-entrepreneur who recently moved from China to Kenya for school holidays. I’m building a WhatsApp-based accounting tool for African small businesses, and this restriction is blocking critical operations. I’ve come across others facing the same issue, with no review option or clear re

‘Not a wearable’, court documents detail OpenAI’s plans for its AI hardware project with Jony Ive

As OpenAI fights a trademark lawsuit over its now-scrubbed “io” brand, new public court filings are giving us the most detailed glimpse yet into what Sam Altman and Jony Ive’s hardware team have been up to behind the scenes. ‘Not an in-ear device, nor a wearable device’ As reported by The Verge and Bloomberg yesterday, the legal battle stems from a case brought by iyO, a Google-backed startup that argues the “io” branding from OpenAI’s newly formed io Products, Inc., is too close for comfort.

Topics: device ear io iyo openai

OpenAI’s first AI device with Jony Ive won’t be a wearable

is a deputy editor and author of thenewsletter. He has been reporting on the tech industry for more than a decade. Thanks to a related trademark lawsuit, we know what OpenAI and Jony Ive’s first AI device won’t be. In court filings submitted this month, leaders from io — the consumer hardware team OpenAI recently acquired from Jony Ive’s design studio for $6.5 billion — testified that the first device they plan to release won’t be an “in-ear device” or a “wearable.” They also say the AI device

Apple heard your complaints about the Liquid Glass Control Center

is a news editor covering technology, gaming, and more. He joined The Verge in 2019 after nearly two years at Techmeme. My biggest complaint with Liquid Glass in the first iOS 26 developer beta was that it sometimes made Control Center nearly unreadable, but Apple has seemingly fixed that with the second beta, which is out now. In the first beta, the glassiness of everything meant that you could still see a fair amount of what was under Control Center, making it all look really cluttered. With

Court filings reveal OpenAI and io’s early work on an AI device

Legal filings submitted earlier this month from lawyers representing OpenAI and Jony Ive’s io reveal new details about the companies’ efforts to build a mass-market AI hardware device. The filings are part of a trademark dispute lawsuit filed this month by iyO, a Google-backed hardware startup developing custom-molded earpieces that connect to other devices. Over the weekend, OpenAI pulled promotional materials related to its $6.5 billion acquisition of Jony Ive’s io startup in order to comply

Topics: device ear io iyo openai

Apple read your mean tweets about Liquid Glass and Finder

The more things change, the more they stay the same. After unveiling some new visual elements to the next generation of its operating systems during WWDC 2025, Apple has already walked back some of the proposed design revisions. 9to5Mac noticed that the most recent developer betas included changes to the new Liquid Glass operating system appearance and to the Finder app icon. Liquid Glass was divisive from the start . The idea of layering transparency in the user interface appealed to some, whi

Phew: Apple fixed the Finder icon in macOS Tahoe 26

is a news editor covering technology, gaming, and more. He joined The Verge in 2019 after nearly two years at Techmeme. Apple’s first macOS Tahoe 26 developer beta introduced a big change to the Finder icon that I really didn’t like, but thankfully, the company has reversed it with the second beta released today. A big feature of macOS 26 is Apple’s new Liquid Glass design language, which it has applied across the operating system to give it a new look. But for some reason, for the initial ver

Good news for US buyers: Galaxy Z Flip FE tipped for global launch

Ryan Haines / Android Authority TL;DR A new leak suggests the Galaxy Z Flip FE will launch globally, not just in select regions. X user PandaFlash claims the device will debut alongside the Fold 7 and Flip 7 next month and will be widely available. The phone is expected to reuse the Flip 6’s design and include the Exynos 2400 chipset. While most of the attention has been on the direct successors to the Galaxy Z Fold 6 and Flip 6, we just got a clue as to how widely Samsung’s cheaper Fan Edit

Apple releases new beta builds of all its flashy new Liquid Glass-ified OS updates

As with any operating system that ushers in a major new look and feel, this year's Apple operating systems and their new Liquid Glass aesthetic will likely merit some extra attention from power users who want to see all the new stuff and developers who suddenly need to acclimate to a new design language. Apple put out one early beta build of all of its new operating systems after its Worldwide Developers Conference keynote a couple of weeks ago—these updates are the first to standardize on year-

5 Chromecast features to make the most of your TV (including a smart home hack)

Kerry Wan/ZDNET Since 2014, Google's Chromecast has been an affordable means for helping viewers turn their older model TVs into smart TVs, allowing them to stream content from their phones, tablets, and computers to a bigger screen. Also: Is your Roku TV spying on you? Probably, but here's how to put an end to it Alas, the era of the Chromecast has come to an end. Google is replacing it with the Google TV Streamer, promising a faster processor, Thread and Matter integration, and the ability

Gemini for Android Auto may let you manage your smart home from the driver’s seat (APK teardown)

C. Scott Brown / Android Authority TL;DR Google is working on giving Gemini the ability to control your smart home from your car. Gemini will be able to manage all Home devices connected to your account. Google Assistant for Android Auto and Automotive is a great hands-free tool for handling a variety of tasks while on the road. One such task you can use the digital assistant for is controlling your smart home from the car. When Gemini eventually replaces Assistant on Android Auto and Automot

macOS Tahoe 26 beta 2 now available for developers

Following the typical two-week gap after the release of the inaugural betas, Apple has just pushed out the second wave of post-WWDC betas, including macOS Tahoe 26 beta 2. The build number for today’s macOS Tahoe 26 beta 2 release is 25A5295e. As announced at WWDC25, macOS Tahoe 26 introduces the Liquid Glass UI overhaul, alongside features like Live Activities on the Mac, a much improved Spotlight with clipboard history and Shortcuts integration, plus a dedicated Phone app and Live Translatio

Apple releases developer beta 2 for visionOS 26

Alongside the new macOS 26 developer beta 2, Apple has also pushed out the second developer beta of visionOS 26, and the rest of its operating systems. The build number for today’s visionOS 26 beta 2 release is 23M5279f. As announced on WWDC25, visionOS 26 brings spatial widgets, a much-improved Personas feature, support for 180-degree and 360-degree videos from action cams like Insta360 and GoPro, and PSVR 2 controllers. It also features a new, Jupiter immersive environment, as well as suppo

This WiFi 6 Router Covers 6,500 Sq.Ft. and Is Now at Its Lowest Price with 10,000 Five-Star Reviews

Low WiFi in a large house can be quite frustrating, particularly when your ISP router is not powerful enough to cover all parts of it. Instead of relying on an average box that has a tendency of creating dead spots and lagging connections, it is worth investing in a more powerful system from a trusted brand like TP-Link. One of their best-selling devices, the 3-pack TP-Link Deco AX3000 WiFi 6 mesh system (deco x55) is currently selling at an all-time low price of $149, down from $199 previously

Jony Ive and Sam Altman’s AI Gadget Won’t Be ChatGPT in Your Ears

Over the weekend, OpenAI removed all promo materials related to its $6.5 billion buddy-buddy partnership with Apple design legend Jony Ive and their still unannounced AI-centric device. This wasn’t a falling out between the two titans in tech, but rather the result of something altogether stranger. The nixed webpages and videos are due to a trademark lawsuit filed by a separate startup, iyO, which is seemingly miffed about the companies names being a single letter apart. On July 20, California

Topics: device io ive iyo openai

US House reportedly bans WhatsApp on government devices

US congressional staffers have reportedly been told that they're no longer allowed to use WhatsApp on government devices. The House of Representatives' chief administrative officer (CAO) is said to have informed workers on Monday that the app — including the mobile, desktop and web-based versions — is not permitted on House-managed devices. "The Office of Cybersecurity has deemed WhatsApp a high risk to users due to the lack of transparency in how it protects user data, absence of stored data e