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Apple Research unearthed forgotten AI technique and using it to generate images

Today, most generative image models basically fall into two main categories: diffusion models, like Stable Diffusion, or autoregressive models, like OpenAI’s GPT-4o. But Apple just released two papers that show how there might be room for a third, forgotten technique: Normalizing Flows. And with a dash of Transformers on top, they might be more capable than previously thought. First things first: What are Normalizing Flows? Normalizing Flows (NFs) are a type of AI model that works by learning

This AI-powered startup studio plans to launch 100,000 companies a year — really

Henrik Werdelin has spent the last 15 years helping entrepreneurs build big brands like Barkbox through his startup studio Prehype. Now, with his new, New York-based venture Audos, he’s betting that AI can help him scale that process from “tens” of startups a year to “hundreds of thousands” of aspiring business owners. The timing certainly feels right. Mass layoffs across a variety of industries have left many workers reconsidering their career paths, while AI tools have markedly lowered the ba

AlphaGenome: AI for better understanding the genome

Science AlphaGenome: AI for better understanding the genome Share Copy link × Introducing a new, unifying DNA sequence model that advances regulatory variant-effect prediction and promises to shed new light on genome function — now available via API. The genome is our cellular instruction manual. It’s the complete set of DNA which guides nearly every part of a living organism, from appearance and function to growth and reproduction. Small variations in a genome’s DNA sequence can alter a

Delta’s creator built a full-featured Game Boy Camera app for the iPhone

Developer Riley Testut, best known for the Delta emulator, is back with another nostalgia-powered app for iOS: Delta Camera, which turns your iPhone into the classic Game Boy Camera. The new app recreates the iconic 8-bit aesthetic of Nintendo’s original 1998 accessory, but adds “features you’d expect from a modern camera app”. Here’s how to get it. A Testut-style retro spin to iPhone photography As with many recent pro camera iPhone apps like Adobe’s Project Indigo and VSCO Capture, Delta Cam

Introducing Gemma 3n

The first Gemma model launched early last year and has since grown into a thriving Gemmaverse of over 160 million collective downloads. This ecosystem includes our family of over a dozen specialized models for everything from safeguarding to medical applications and, most inspiringly, the countless innovations from the community. From innovators like Roboflow building enterprise computer vision to the Institute of Science Tokyo creating highly-capable Japanese Gemma variants, your work has shown

Topics: 3n device e4b gemma model

The creator of the Delta emulator made a Game Boy Camera-style app for your iPhone

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. Riley Testut, the developer behind the robust Delta emulator app for iOS, announced a new iPhone app designed to replicate the Game Boy Camera accessory but with “features you’d expect from a modern camera app.”The Delta Camera app’s full feature list hasn’t been revealed yet, but it’s currently available for beta testing to those who subscribe t

Uber has Atlanta’s autonomous ride-hailing and delivery market on lock

Uber Eats customers in Atlanta can now opt in to have their food delivered via sidewalk delivery robots, following partner Serve Robotics’s launch on Thursday. The move comes just two days after Uber and Waymo launched a commercial robotaxi service in the city. Serve, which spun out of Uber in 2021 before braving the public markets last year, is one of 18 autonomous vehicle companies that Uber has partnered with to get a first-mover advantage on the consumer-facing side of autonomy. The ride-ha

Google DeepMind Releases AlphaGenome

Science AlphaGenome: AI for better understanding the genome Share Copy link × Introducing a new, unifying DNA sequence model that advances regulatory variant-effect prediction and promises to shed new light on genome function — now available via API. The genome is our cellular instruction manual. It’s the complete set of DNA which guides nearly every part of a living organism, from appearance and function to growth and reproduction. Small variations in a genome’s DNA sequence can alter a

Deals: Rare offer on 1TB M4 MacBook Air at $200 off, Apple Solo Loops $15, all-black Ocean Band 20% off, more

Alongside the ongoing $100 price drop on the 512GB M4 Mac mini, today we spotted a rare deal on the 24GB M4 MacBook Air with the upgraded 1TB SSD at $200 off the list price. From there we move over to some official Apple Watch band deals – the Solo/Braided Loop bands start from just $15 today and we have a rare savings opportunity on the official all-black Apple Ocean Band at 20% off. Those offers join a host of charging and accessory offers, some discounts on M4 iPad Pro, and more. Rare deal h

Insta360 has a cheaper Flow 2 gimbal for the masses

It duplicates many of the features from the Flow 2 Pro, which launched in January. Insta360's new gimbal isn't quite "Pro," but its pricing isn't, either. The Flow 2 includes many of the features from the Flow 2 Pro while costing $50 less. The Insta360 Flow 2 ticks most of the boxes that its Pro sibling does. (The more expensive gimbal launched earlier this year.) Like that model, the Flow 2 features a built-in selfie stick and a tripod. It supports advanced subject tracking, golden ratio subj

Dell announces new Premium replacement for the XPS line

After going through a controversial branding change that eliminated the beloved XPS name, Dell has launched its replacement. The new Dell 14 Premium and Dell 16 Premium Windows 11 laptops represent the high end of Dell's business lineup and offer features like Intel Core Ultra 9 16-core CPUs, NVIDIA RTX 5070 GPUs and battery life up to 27 hours. The XPS name may be gone but last year's design largely remains. Both models keep the simple and elegant wedge-like form from before, with slightly big

Topics: 14 16 core dell premium

Best Meat Delivery Services for 2025

We did the math and some services can save you money versus the supermarket. Some services send frozen meat while others serve it up fresh. Online butchers in 2024 sell far more than just steak. Prefer to pick your meats each month or be surprised? CNET staff -- not advertisers, partners or business interests -- determine how we review products and services. If you buy through our links, we may earn a commission. Can’t find great meat at your local grocery store? You’re not alone. Premium c

Dell’s new Premium laptops are here, for the XPS rebrand nobody asked for

After scrapping its XPS branding earlier this year, Dell has now launched two of the new “Premium” laptop models that are replacing it. Aside from being refreshed with Intel’s Core Ultra Series 2 Arrow Lake processors, a slightly revised Dell lid logo, and a few other spec changes, the Dell 16 Premium and Dell 14 Premium are nearly identical to the popular XPS 16 and XPS 14 that preceded them. “The new name signals a fresh chapter — one that makes it easier than ever to find the right PC while

Topics: 14 16 dell premium xps

Dell 16 Plus 2-in-1 Review: The Mini-LED Display Shines but There's Little Else to Get Excited About

CNET’s expert staff reviews and rates dozens of new products and services each month, building on more than a quarter century of expertise. 7.3 / 10 SCORE Dell 16 Plus 2-in-1 $1,450 at Dell Pros Bright, striking mini-LED display Strong productivity performance Sturdy chassis Cons Poor battery life Subpar speakers Mushy keyboard At the beginning of 2025, Dell introduced a sweeping rebrand to its laptop product stack in an attempt to simplify its offerings. One of the results of the rebrand

Topics: 16 acer dell plus swift

Nvidia DLSS 4 transformer model exits beta, set to bring improved graphics to more games

Serving tech enthusiasts for over 25 years.TechSpot means tech analysis and advice you can trust Why it matters: Most people think of multi-frame generation when they hear about Nvidia DLSS 4, but the transformer model upgrade in DLSS Super Resolution might be the update's most consequential upgrade. Many games can already benefit from the feature, and it's likely to become the standard across upcoming releases. The latest version of Nvidia's DLSS Super Resolution and Ray Reconstruction SDK, r

Experience Making a 1-minute AI movie with my 7-year old daughter

My daughter Kate (7 years old) really loves Minecraft! Together, we used several generative AI tools to create a 1-minute animation based on only 1 input photo of her. The whole project took around 20 hours of work and I learned several lessons that I want to share here. Context I am still trying to get used to the enormous speed with which generative AI is progressing. 6 months ago, I was blogging about my experiments with Tencent’s Hunyuan Video, which was an absolute breakthrough at that ti

Federal judge sides with Meta in lawsuit over training AI models on copyrighted books

A federal judge sided with Meta on Wednesday in a lawsuit brought against the company by 13 book authors, including Sarah Silverman, that alleged the company had illegally trained its AI models on their copyrighted works. Federal Judge Vince Chhabria issued a summary judgment — meaning the judge was able to decide on the case without sending it to a jury — in favor of Meta, finding that the company’s training of AI models on copyrighted books in this case fell under the “fair use” doctrine of c

IBM sees enterprise customers are using ‘everything’ when it comes to AI, the challenge is matching the LLM to the right use case

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Over the last 100 years, IBM has seen many different tech trends rise and fall. What tends to win out are technologies where there is choice. At VB Transform 2025 today, Armand Ruiz, VP of AI Platform at IBM detailed how Big Blue is thinking about generative AI and how its enterprise users are actually deploying the technology. A key them

Amazon Sells the 2025 MacBook Air Without a Profit Margin, Now Much Cheaper Than on Apple’s Official Site

Apple stands out as one of the most premium brands, regularly launching updated versions of its popular MacBook Air. To protect its image, Apple almost never cuts prices on new models—especially right after release. However, Amazon occasionally offers major deals on Apple products, and these are worth watching for. This year, the brand-new MacBook Air 2025 with the powerful M4 chip and 256GB storage has hit an all-time low price. By combining an instant discount with a $49 coupon, the price dro

DeepSpeech Is Discontinued (2020)

Status This project is now discontinued. Project DeepSpeech DeepSpeech is an open-source Speech-To-Text engine, using a model trained by machine learning techniques based on Baidu's Deep Speech research paper. Project DeepSpeech uses Google's TensorFlow to make the implementation easier. Documentation for installation, usage, and training models are available on deepspeech.readthedocs.io. For the latest release, including pre-trained models and checkpoints, see the latest release on GitHub.

AirPods Max 2: Here’s what rumors say is coming next

AirPods Max debuted nearly five years ago, and aside from a minor USB-C revision last year, there’s never been a proper AirPods Max 2. But Apple is preparing a true next generation model. Here’s what we know so far about AirPods Max 2. Lighter weight design When AirPods Max launched in 2020, users found a lot to like about the over-ear headphones, but two complaints stood out: the $550 price tag was expensive and they were fairly heavy to wear Remind you of any other products? AirPods Max 2

AI Agents Are Getting Better at Writing Code—and Hacking It as Well

The latest artificial intelligence models are not only remarkably good at software engineering—new research shows they are getting ever-better at finding bugs in software, too. AI researchers at UC Berkeley tested how well the latest AI models and agents could find vulnerabilities in 188 large open source codebases. Using a new benchmark called CyberGym, the AI models identified 17 new bugs including 15 previously unknown, or “zero-day,” ones. “Many of these vulnerabilities are critical,” says

Forget about AI costs: Google just changed the game with open-source Gemini CLI that will be free for most developers

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more For power users and many developers, the command line is the foundational interface for controlling a system and its applications. Also sometimes referred to as a terminal, the command line interface (CLI) is how users issue commands and build applications as an alternative, or as a complement, to an integrated developer environment (IDE)

Deals: 512GB M4 Mac mini, Desert Titanium iPhone 16 Pro, black Apple Watch Ultra 2, more

Today’s Apple deals are once kicking off with a notable deal on the latest M4 Mac mini, but this time we are highlighting a $100 price drop on the mid-range 512GB model down at $699. Next up, we are moving over to a new Amazon all-time low on the premium renewed Desert Titanium 256GB iPhone 16 Pro at $127 off and higher-end models at up to $349 off as well as deals on the satin black Apple Watch Ultra 2 and the all-new Mac mini-ready OLED Samsung Smart Monitors with $300 in FREE credits. Head be

Amazon's Targeting 4,000 More Towns for Faster Prime Delivery This Year

With Prime Day 2025 almost upon us, Amazon is touting its plans to expand its delivery network to reach small towns, especially in rural areas. The goal is to bring same-day and next-day delivery to more than 4,000 communities by the end of 2025, Amazon said Monday. It called out destinations including Lewes, Delaware; Asbury Iowa and North Padre Island, Texas. This year's Prime Day will be taking place July 8 to 11, and it's the first time the shopping event will last longer than two days. T

Google Photos could soon suggest photos you may want to delete (APK teardown)

Edgar Cervantes / Android Authority TL;DR Google Photos may soon offer suggestions to help users clean up storage by deleting unnecessary photos. These suggestions will appear after users delete multiple photos. The feature will likely be optional, and the app could receive a corresponding setting to turn it off. Google Photos already offers a convenient way for users to free up storage space on their devices through the “Manage storage” option. It lists photos and videos with large file siz

Google's Imagen 4 text-to-image model promises 'significantly improved' boring images

Google has unveiled its latest text-to-image model Imagen 4 with the usual promise of "significantly improved text rendering" over the previous version, Imagen 3. The company also introduced a new deluxe version called Imagen 4 Ultra designed to follow more precise text prompts if you're willing to pay extra. Both arrive to a paid preview in the Gemini API and for limited free testing in Google AI Studio. Google describes the main Imagen 4 model as "your go-to for most tasks" with a price of $.

Incogni vs. DeleteMe: Which service removes your personal data best?

Maria Diaz/ZDNET Data removal services began to appear around 15 years ago, after data brokers realized that data could become a new, valuable currency -- and one ripe for exploitation, given the lack of laws and little to no consumer data privacy protection written into legislation. Incogni and DeleteMe, founded in 2021 as part of VPN provider Surfshark and in 2010 by Abine Privacy, respectively, are two of the most widely-known data removal services in the US. Both companies offer data remov

Windsurf CEO Varun Mohan throws cold water on 1-person, billion-dollar startup idea at VB Transform: ‘more people allow you to grow faster’

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more As AI-powered tools spread through enterprise software stacks, AI coding platform Windsurf’s rapid growth is becoming a case study in what happens when developers adopt agentic tooling at scale. In a session at this week’s VentureBeat Transform 2025 conference, CEO and co-founder Varun Mohan discussed how Windsurf’s integrated development

Best Portable Air Conditioners: Cooling Your Home One Room at a Time

Not only did the Midea MAP14HS1TBL excel in performance compared with most portable air conditioners we tested, but it also has a lot of features and specialty options. This model isn't cheap, but it's a well-rounded luxury AC unit with everything you need -- and then some. To start, the MAP14HS1TBL has the highest cooling capacity of any other model we tested. Those 12,000 BTUs come in handy for cooling larger spaces up to 550 square feet, and it showed in the performance. The Midea model beat