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A Conceptual Model for Storage Unification

Factor 2: Weighing the pros and cons If we want to provide the data in lakehouse format so Spark jobs can slice and dice the data, then either shared tiering or materialization is an option. Shared tiering might be preferable if reducing storage cost (by avoiding data duplication) is the primary concern. However, other factors are also at play, as explained earlier in 1. The challenges of shared tiering. Materialization might be preferable if: The primary and secondary systems have completel

Weaponizing image scaling against production AI systems

Picture this: you send a seemingly harmless image to an LLM and suddenly it exfiltrates all of your user data. By delivering a multi-modal prompt injection not visible to the user, we achieved data exfiltration on systems including the Google Gemini CLI. This attack works because AI systems often scale down large images before sending them to the model: when scaled, these images can reveal prompt injections that are not visible at full resolution. In this blog post, we’ll detail how attackers c

AWS CEO says using AI to replace junior staff is 'Dumbest thing I've ever heard'

Amazon Web Services CEO Matt Garman has suggested firing junior workers because AI can do their jobs is "the dumbest thing I've ever heard." Garman made that remark in conversation with AI investor Matthew Berman, during which he talked up AWS’s Kiro AI-assisted coding tool and said he's encountered business leaders who think AI tools "can replace all of our junior people in our company." That notion led to the “dumbest thing I've ever heard” quote, followed by a justification that junior staf

Nancy Mace Hitches Her Wagon to the Hertz AI-Scanner Controversy

Car rental giant Hertz is in the hot seat, after customers have come out of the woodwork to complain that the company’s newly instituted AI scanners are charging them outrageous fees over minor issues. Now the system reportedly has the attention of one of Congress’s most artificially intelligent members. The company recently rolled out the scanners as part of a partnership with Israeli firm UVeye, whose products were originally developed as a homeland security device—designed to detect guns and

Now Masimo is suing US Customs over Apple Watch imports

Posts from this author will be added to your daily email digest and your homepage feed. Medical tech company Masimo is suing US Customs and Border Protection (CBP) in an attempt to overturn the agency’s decision to allow Apple to restore the blood oxygen tracking feature on Apple Watches. Masimo said it only learned that the ban had been reversed after Apple announced a “redesigned” pulse oximetry feature last week, which calculates blood oxygen levels on iPhones instead of the Watch. Apple ha

Google Discover wants to summarize your daily news feed (Updated: Rolling out)

Joe Maring / Android Authority TL;DR Google is testing AI summaries for articles in the Discover feed. Like AI overviews in Google Search, Discover feed summaries combine information from multiple sources instead of just referencing one. Google is also testing a new button to bookmark articles that can be revisited later. Update, August 21, 2025 (08:24 AM ET): Google Discover’s AI summaries for news articles is now widely rolling out in the stable branch. Original article, July 15, 2025 (05

MasterClass subscriptions are 50 percent off in this Labor Day sale

MasterClass promises online learning with instructors who are the very best in their fields, and an annual subscription is currently 50 percent off across all tiers. Subscribers to MasterClass will have access to over 200 classes taught by iconic authors, chefs, athletes and leaders representing a diverse collection of skill sets and backgrounds. With a subscription, you could watch a class on writing taught by James Patterson, or learn cooking techniques from Thomas Keller. If you're trying to

This Anker 5K magnetic power bank is 30 percent off right now

The last thing anyone wants at the end of a long day is to look down at their phone and see its battery almost dead. One way to avoid that is to keep a compact power bank on you at all times, and it's arguably easiest to do that with one like Anker's 621 MagGo portable battery. This sleek, 5K magnetic brick attaches to the back of your iPhone to power it up, even while you're still using it. Now, it's on sale for 30 percent off — you can pick up any of five coloways for only $28 a pop. This is

Sütterlin

Historical form of German handwriting, used 1915–1970s Sütterlinschrift (German pronunciation: [ˈzʏtɐliːnˌʃʁɪft], "Sütterlin script") is the last widely used form of Kurrent, the historical form of German handwriting script that evolved alongside German blackletter (most notably Fraktur) typefaces. Graphic artist Ludwig Sütterlin was commissioned by the Prussian Ministry of Science, Art and Culture (Preußisches Ministerium für Wissenschaft, Kunst und Volksbildung) to create a modern handwriting

Google Thinks AI Can Make You a Better Photographer: I Dive Into the Pixel 10 Cameras

If a company releases new phone models but doesn't change the cameras, would anyone pay attention? Fortunately that's not the case with Google's new Pixel 10, Pixel 10 Pro and Pixel 10 Pro Fold phones, which make a few advancements in the hardware -- hello, telephoto camera on the base-level Pixel for the first time -- and also in the software that runs it all, with generative AI playing an even bigger role than it has before. "This is the first year where not only are we able to achieve some i

Topics: 10 image pixel pro zoom

You can fine tune the resistance of the joysticks on GuliKit’s new controllers

is a senior reporter who’s been covering and reviewing the latest gadgets and tech since 2006, but has loved all things electronic since he was a kid. Posts from this author will be added to your daily email digest and your homepage feed. GuliKit was the first company to address the original Switch’s drifting issues with a Hall effect Joy-Con upgrade kit, and it released one of the first controllers that can remotely wake the Nintendo Switch 2. Its latest first, announced at Gamescom 2025 in G

Why recycling isn’t enough to address the plastic problem

And looking into the future, emissions from plastics are only set to grow. Another estimate, from the Organisation for Economic Co-operation and Development, projects that emissions from plastics could swell from about 2 billion metric tons to 4 billion metric tons by 2060. This chart is what really strikes me and makes the conclusion of the plastic treaty talks such a disappointment. Recycling is a great tool, and new methods could make it possible to recycle more plastics and make it easier

The Pixel 10 series brings even more panorama mode upgrades

Adamya Sharma / Android Authority TL;DR The Pixel 10 phones bring several more upgrades to the panorama mode. You can now take panoramas with the 5x camera, although ultrawide panoramas are still out of the question. Google has also brought manual controls to the panorama mode so you can fine-tune your snap. Google neglected panorama mode on its Pixel phones for a long time. However, the Pixel 9 series delivered a variety of welcome upgrades last year. Now, Google has brought even more addit

This new sub-$100 Android gaming handheld might be the new budget champion

TL;DR The MANGMI AIR X is a new entry-level Android gaming handheld. It has hall effect sticks, a 5.5-inch HD display, and a Snapdragon 662 SoC. Pricing starts at $79.99 during the early-bird period, with availability beginning mid-September. The market for Android gaming handhelds has exploded in the past few years, but Linux-based devices still dominate the ultra-budget category. There haven’t been any compelling entry-level Android handhelds under $100 in years, but the upcoming MANGMI AIR

Here’s how Google Photo’s new Tinder-like swiping feature works (APK teardown)

Edgar Cervantes / Android Authority TL;DR Google Photos is getting a swiping mechanism to keep or delete photos, and we got it working. With this, you will be able to weed out unwanted photos by swiping left on them. It currently lets you keep or delete images and videos from daily or monthly clusters in the Google Photos app. Among the many reasons to use Google Photos is the ease of backing up valuable memories to Drive and accessing them across multiple devices. But enabling automatic upl

The Pixel 10 Pro’s 100x zoom is Google’s most controversial use of AI yet — here’s why

Google loves AI, and it’s doubled down on the tech with every new Pixel generation. But this year’s Pixel 10 Pro and Pro XL take things to another level, introducing a diffusion model to upscale images from the phone’s conservative 5x optical zoom into telescopic-length 100x photos. Google is no stranger to computational photography or AI-assisted imaging — features like Add Me and Astrophotography mode laid the groundwork for its ongoing evolution. However, the introduction of diffusion models

7 clever ways to automate your home with smart plugs

Maria Diaz/ZDNET Get more in-depth ZDNET tech coverage: Add us as a preferred Google source on Chrome and Chromium browsers. Remember The Clapper? The plug-in staple may have made for a catchy jingle in the 1980s, but it could also be considered as a primitive ancestor of today's smart plug -- that is, if you can say anything from a few decades ago is primitive. Smart plugs offer greater convenience than The Clapper ever did, letting you control your devices from an app on your phone, your voi

Show HN: OS X Mavericks Forever

Initial Setup Whenever I've finished installing Mavericks, the first thing I do is open Terminal and run: curl mavericksforever.com/postinstall.sh | sh This script will Update Mavericks to the latest version available. Change some default settings to resemble Snow Leopard. Remove apps and features which don't work anymore, and would just make me sad if I saw them. The result of this script represents how I want to be greeted by a fresh Mavericks system. Internet Web Browsing We need a

D4d4

A co-worker of mine was looking at some disassembled ARM code the other day, and discovered something weird. Lots of d4d4 instructions, scattered about. LLVM’s objdump says this is a relative branch to -0x58 . The weird part is that they were always unreachable. Experiments¶ Here’s an example in a minimal reproducer I wrote: 00020100 < one >: 20100: 4770 bx lr 20102: d4d4 bmi 0x200ae <__dso_handle+0x100ae> @ imm = #-0x58 That bx lr right before the d4d4 branches to the link register. In other w

Using Podman, Compose and BuildKit

Using Podman, Compose and BuildKit 2025-02-23 For my day job, I need to build and run a Docker Compose project. However, because Docker doesn’t play well with nftables and I prefer a rootless + daemonless approach, I’m using Podman. Podman supports Docker Compose projects with two possible solutions: either by connecting the official Docker Compose CLI to a Podman socket, either by using their own drop-in replacement. They ship a small wrapper to select one of these options. (The wrapper has t

Trippy Image From Deep Space Shows Earth and Moon From 180 Million Miles Away

The Psyche spacecraft is on a six-year journey to reach a metal-rich asteroid by the same name. Well into its voyage, the probe looked back at its home planet and captured a rare view of Earth, accompanied by its Moon, as a mere speck engulfed by the dark void of space. NASA’s Psyche mission launched on October 13, 2023, and is assigned to explore a distant target in the main asteroid belt that’s believed to be the exposed core of a protoplanet. Before it reaches its destination, the imaging te

9 Best Back-to-School Laptop Deals for 2025

The laptop you bring to college is important. Not only is it the device you'll be using through some of the most formative years of your life, but it's also often the one that you'll take to your first job, too. The problem is that the internet is full of laptops that aren't worth the money, especially if you're scrolling through lists of laptops on Amazon or Best Buy. Good news! I've tested each of the following laptops and can wholeheartedly recommend them. More than that, I've been digging t

Apple Watch’s restored blood oxygen tracking attracts another lawsuit

Posts from this author will be added to your daily email digest and your homepage feed. Medical tech company Masimo is suing US Customs and Border Protection (CBP) in an attempt to overturn the agency’s decision to allow Apple to restore the blood oxygen tracking feature on Apple Watches. Apple has been embroiled in legal disputes over Masimo’s blood oxygen sensor patent since 2020, disabling the feature on supported US Apple Watch models following an ITC import ban in December 2023. In a comp

The Illumos Cafe: Another Cozy Corner for OS Diversity

Introducing the illumos Cafe: Another Cozy Corner for OS Diversity From the BSD Cafe to illumos Cafe The idea for this new project was born from the success of the BSD Cafe, an initiative I introduced to the world in July 2023, which received an incredibly positive response. Far more than I ever anticipated. The BSD community already had its well-established hubs: in the Fediverse, places like bsd.network, exquisite.social, and others were already thriving, not to mention all the forums, chann

The Pleasure of Patterns in Art

The Pleasure of Patterns in Art The interplay between repetition and variation is central to how we perceive structure, rhythm, and depth across mediums. By: Samuel Jay Keyser A↑ A↓ Off Bright Dark Blues Gray BeeLine Reader uses subtle color gradients to help you read more efficiently. Made at the high point of Kline, de Kooning, and Pollock, Andy Warhol’s “Campbell’s Soup Cans” was a poke in the eye of abstract expressionism. Not only was it blatantly mimetic, but it was being blatantl

Tony Gilroy Is Very Sad at How Relevant ‘Andor’ Has Become

When Tony Gilroy began his Andor journey, his original pitch was deemed “pretty mad and undoable” by Lucasfilm head Kathleen Kennedy. In a new interview with The Hollywood Reporter, the showrunner revealed how that initial take would later get revisited after Lucasfilm gave it some thought. “They came back to me and said, ‘We looked at this memo from a year and a half ago, and it makes a lot more sense to us now,'” he recalled. That, of course, led to a series expanding on the very foundation t

Best Standing Desks of 2025

What I like: When cable organization is the goal, the Autonomous SmartDesk 5 Pro is the desk. All of the cable management items, like a 3M cable organizer, cable management tray and magnetized cable runner, come included with the desk. With all the cables managed and out of the way, you have a lot of desktop space to play with. The SmartDesk 5 Pro is an electric motor desk that is quiet, quick and very easy to use and has three memory options. When you're choosing your heights and free-adjusti

Labubu could make $1B this year

In Brief Labubu is a plush monster toy, but it’s also on track to be a billion-dollar business. This week, Labubu maker Pop Mart released its financial results for the first half of 2025, giving the public more insight into just how rabid the world is for this plush monster toy. Pop Mart’s Monsters series, which includes Labubu, generated around $670 million in revenue in the first half of the year, putting it on track to earn over $1 billion by year’s end. That’s a 688% increase year-over-yea

Topics: labubu mart pop toys year

OpenAI says GPT-6 is coming and it'll be better than GPT-5 (obviously)

OpenAI's CEO Sam Altman told reporters that GPT-6 is already in the works, and it’ll not take as long as GPT-5. The GPT-6 announcement doesn't surprise me because OpenAI is slowly becoming a product-first company rather than research-focused. There's no denying that OpenAI's CEO Sam Altman overhyped GPT-5 and underdelivered. While GPT-5 isn't exactly bad and actually offers significant improvements over GPT-4 or o3 for coding, the rollout wasn't smooth and some people were expecting more than

Want to learn Linux? These 5 games make it fun - and they're free

Jack Wallen / Elyse Betters Picaro / ZDNET ZDNET's key takeaways If you need to up your Linux skills, play a game. There are several games, each focusing on a different skill. These games are free to play as often as you need. Get more ZDNET: Add us as a preferred Google source. For many, the idea of learning Linux is a task best left to the geeks. The good news is that desktop Linux has become so easy to use that you don't have to worry about the challenges that may have kept you from div