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Model minimalism: The new AI strategy saving companies millions

venturebeat.com Emilia David 2026-02-22 21:00:00

This article is part of VentureBeat’s special issue, “The Real Cost of AI: Performance, Efficiency and ROI at Scale.” Read more from this special issue. The advent of large language models (LLMs) has made it easier for enterprises to envision the kinds of projects they can undertake, leading to a surge in pilot programs now transitioning to deployment. However, as these projects gained momentum, enterprises realized that the earlier LLMs they had used were unwieldy and, worse, expensive. Ente

Topics: cost model models said use

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Normalizing Flows Are Capable Generative Models

news.ycombinator.com Unknown 2026-02-22 21:50:10

Normalizing Flows (NFs) are likelihood-based models for continuous inputs. They have demonstrated promising results on both density estimation and generative modeling tasks, but have received relatively little attention in recent years. In this work, we demonstrate that NFs are more powerful than previously believed. We present TarFlow: a simple and scalable architecture that enables highly performant NF models. TarFlow can be thought of as a Transformer-based variant of Masked Autoregressive Fl

Topics: architecture autoregressive flows models tarflow

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Here's how you can still trade in any phone at Verizon to get an iPhone, iPad, and Apple Watch free

zdnet.com Allison Jewell 2026-02-23 06:01:00

Kerry Wan/ZDNET Let's be real: it's getting harder and harder to afford technology, especially with rising costs and tariffs. If a new phone, tablet, or smartwatch feels out of reach, you may want to check out this Verizon deal: Trade in select phones from brands like Apple, Google, Motorola, or Samsung, while being a new or existing customer of the provider's myPlans, and receive a free iPhone Pro, iPad, and Apple Watch. That's right: All three devices are free. Also: The best Memorial Day d

Topics: apple deal deals verizon zdnet

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Prime Day invitation-only deals returning to Amazon - here's how to sign up

zdnet.com Maria Diaz 2026-02-23 06:54:00

With Amazon preparing to kick off Prime Day in less than two weeks, some great deals have already appeared. If years past are any indication, we can expect to see even more significant discounts on July 8 through July 11, with little time to grab them before they're gone. Alexa can help you watch for some highly sought-after deals, but Amazon has also offered a few "invitation-only" opportunities ahead of previous Prime Day events. Also: Best Prime Day Apple deals: My 15 favorite sales live now

Topics: day deal deals invitation prime

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Best Grills for 2025: We Tested Dozens to Find the Best Grill in Every Category

cnet.com See Full Bio 2026-02-23 05:52:00

We use thermocouples linked to computer software to measure internal grill temperatures. Brian Bennett/CNET We test the main types of grills differently, but for most, we include a high-heat test like searing steak or grilling burgers, a medium, indirect heat test like grilling a whole chicken for more than an hour and a low-and-slow test with racks of ribs. With over 30 grills tested, we've got this down to a tee. To determine what should be the best outdoor barbecue grill, we collect data inc

Topics: grill grills heat temperature test

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How Highmark Health and Google Cloud are using Gen AI to streamline medical claims and improve care: 6 key lessons

venturebeat.com Carl Franzen 2026-02-23 11:24:58

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Among the numerous educational and startlingly insightful panel discussions on AI enterprise integrations featuring industry leaders at VentureBeat’s Transform 2025 conference this week was one led by Google Cloud Platform Vice President and Chief Technology Officer (CTO) Will Grannis and Richard Clarke, Highmark Health’s Senior Vice Presi

Topics: ai cloud highmark model models

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Shark FlexStyle Multi-Styler Is Now Over 2x Cheaper Than the Dyson Airwrap, Stock Is Running Out Fast

gizmodo.com Brittany Vincent 2026-02-23 11:10:46

If you’ve ever tried to recreate a salon-style blowout at home and ended up with sore arms, frizzy strands, or a drawer full of half-used hair tools, you’re not alone. Getting professional-looking results without the help of a stylist can be tricky, especially when you’re working with multiple hot tools, tangled cords, and limited time. Honestly? At some point, you decide to head back to the salon and have a stylist finish what you started because it’s so annoying to deal with. But that’s why ha

Topics: amazon great hair salon tools

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This Eufy robot vacuum is half off before Prime Day

engadget.com Unknown 2026-02-23 15:38:59

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . The Eufy 11S Max robot vacuum is on sale for $140 as part of an early Prime Day sale. That's half off, as the typical cost is $280 for this particular model. This is extremely close to a record-low price. This device made our list of the best budget-friendly robot vacuums. Perhaps the

Topics: amazon day deals extremely prime

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How to save on Prime Day deals without paying full price for Prime: 3 ways

zdnet.com David Gewirtz 2026-02-23 16:44:00

It seems unfair that, while some of Amazon's very best deals of the year are available during its annual Prime Day sales event, access to Prime Day deals requires paying $139 for a year's membership. You can access some deals without being a Prime subscriber, but a membership saves you even more on deal prices and on shipping costs. Also: Best early Prime Day deals 2025: 45+ sales on tech products live now It also gives you access to Amazon Photos, Music, Prime Gaming, Grubhub+, and more. Do

Topics: amazon best day deals prime

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NASA’s Next-Gen Rocket Booster Explodes in Test of a Design That May Never Fly

gizmodo.com Passant Rabie 2026-02-23 16:20:19

While the fate of NASA’s Space Launch System (SLS) rocket hangs in the balance, the agency is pushing ahead with tests of new components needed to launch the vehicle toward the Moon. The latest test included the firing of a solid booster meant to replace NASA’s shuttle-era rocket parts. Although the new booster started off strong, its nozzle appeared to get blown off around two minutes after it began firing its motor. On Thursday in Utah, Northrop Grumman conducted the first full-scale static f

Topics: booster nasa rocket sls test

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I've Been Hiking With AllTrails for Nearly 10 Years. Here's How to Navigate the App Like a Pro

cnet.com See Full Bio 2026-02-23 11:20:00

The outdoor industry has exploded in popularity within the past decade, contributing over $1.2 trillion to the US economy in 2023. More people than ever are engaging in outdoor recreational activities like biking, climbing, camping and hiking. As a wellness writer at CNET, I find this encouraging. Spending time outdoors, whether exercising, enjoying nature or simply soaking up the sun, can lower stress levels and even help combat depression. Numerous apps make opting outside easy, with AllTrail

Topics: alltrails app plan trail trails

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These Are the Chatbots We're Using Most, and How We're Using Them

cnet.com See Full Bio 2026-02-23 15:19:00

If you have a particular AI tool that you tend to try first when you have an artificial intelligence task on deck, you're not alone. According to a new survey, 91% of people who use AI have a favorite tool they try first, whether it's ChatGPT, Gemini, Alex or something else. A Menlo Ventures survey of 5,000 adults found that this so-called "default tool dynamic" means that most people using AI have chosen a general AI tool they'll try first for every job, even if it's not necessarily the best t

Topics: ai chatgpt says tool tools

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iPad Pro rumored to get much slimmer bezels with future model

9to5mac.com Ryan Christoffel 2026-02-23 21:05:14

There’s a new M5 iPad Pro expected to launch this fall, but the latest rumor today is all about the model after that, which could bring a notable design change: drastically slimmer bezels. New iPad Pro design will have thin bezels like Samsung Tab Ultra Today on Weibo, leaker Instant Digital posted about a future iPad Pro model in the works. He says the bezels around the iPad Pro will get drastically thinner, roughly the same size as those of the Samsung Tab Ultra. Importantly, the new iPad

Topics: bezels design ipad new pro

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The Apple Watch Series 10 is $100 off ahead of Prime Day

engadget.com Unknown 2026-02-23 21:23:48

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Amazon Prime Day is around the corner, but there are plenty of great deals to be found before the July 8 to 11 event. Right now you can pick up the Apple Watch 10 for $100 off its normal price. That’s the lowest we’ve ever seen it, and trust us, 25 percent off on current-generation App

Topics: apple day deals prime watch

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Amazon Prime Day 2025: The best early deals available right now, dates and everything else you need to know

engadget.com Unknown 2026-02-23 21:31:25

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Prime Day is coming back (again) this year; here's what we know so far, plus early deals. Amazon Prime Day 2025 will be here soon on July 8-11, but as to be expected, you can already find some decent sales available now. Amazon always has lead-up sales in the days and weeks before Pri

Topics: amazon day deals percent prime

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This Eufy robot vacuum is half for before Prime Day

engadget.com Unknown 2026-02-23 21:38:59

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . The Eufy 11S Max robot vacuum is on sale for $140 as part of an early Prime Day sale . That's half off, as the typical cost is $280 for this particular model. This is extremely close to a record-low price. This device made our list of the best budget-friendly robot vacuums . Perhaps t

Topics: amazon day deals extremely prime

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Apple Ads Aren't Cool Anymore. Here's What I Think Changed

cnet.com See Full Bio 2026-02-23 23:00:00

Nothing about Apple's latest promotional video felt like Apple. For over 7 minutes, an awkward comedian explains to a sleepy audience of disinterested teens that the only way parents will buy them an expensive MacBook for college is to make a convincing PowerPoint business presentation. Problem was, the presentation wasn't convincing -- and it was hard to tell who the video was even targeting. Do the parents who raised the iPad generation need to be swayed to buy Apple products? Or was Apple tr

Topics: ads apple commercials just parents

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Early Prime Day deals include our favorite mesh Wi-Fi router for a record-low price

engadget.com Unknown 2026-02-24 06:31:27

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Prime Day will be here before we know it, but you can already save on some of our favorite tech in the lead-up to the shopping event. A practical piece of tech that's down to a great price right now is the TP-Link Deco AXE5400 Wi-Fi mesh router system. The three-pack is 29 percent off

Topics: day deals fi prime tech

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I've Used AllTrails Consistently for Nearly 10 Years. Here's How to Navigate the App Like a Pro

cnet.com See Full Bio 2026-02-24 05:20:00

The outdoor industry has exploded in popularity within the past decade, contributing over $1.2 trillion to the US economy in 2023. More people than ever are engaging in outdoor recreational activities like biking, climbing, camping and hiking. As a wellness writer at CNET, I find this encouraging. Spending time outdoors, whether exercising, enjoying nature or simply soaking up the sun, can lower stress levels and even help combat depression. Numerous apps make opting outside easy, with AllTrail

Topics: alltrails app plan trail trails

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Apple gives EU users App Store options in attempt to avoid massive fines

arstechnica.com Unknown 2026-02-24 06:47:43

Apple is changing its App Store policies in the EU in a last-minute attempt to avoid a series of escalating fines from Brussels. The $3 trillion iPhone maker will allow developers in the bloc to offer apps designed for the iOS operating system in places other than Apple’s App Store, the company said. Apple has been negotiating for two months with the European Commission after being fined €500 million for breaching the EU’s Digital Markets Act, the landmark legislation designed to curtail the p

Topics: apple brussels commission company eu

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Our favorite Levoit air purifier is $37 off in this Prime Day deal

engadget.com Unknown 2026-02-24 11:35:35

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . We now know that the 2025 edition of Amazon's blockbuster Prime Day sales event will start on July 8, and it's set to be bigger than ever as it will run for four days. But you don't need to wait until then for tasty deals. There will be plenty in the lead up to the event, including thi

Topics: air core day deals prime

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Show HN: A Python Language Server, Mypy-compatible

news.ycombinator.com Unknown 2026-02-24 11:33:25

In 2012, I created Jedi—a Python auto-completion library that eventually reached millions of users and billions of downloads. But as the ecosystem evolved, one limitation became clear: speed. Jedi’s architecture couldn’t deliver the performance needed for large-scale projects. In 2020, I started over—with everything I’d learned—building ZubanLS from the ground up in Rust. After five years of full-time work, ZubanLS is now the first truly fast Python language server. ZubanLS is built for profes

Topics: features need performance python zubanls

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Best Resume Writing Services for College Grads, Career Changes and Promotions in 2025

cnet.com See Full Bio 2026-02-24 10:00:00

Ease of use Creating a resume can be difficult enough on its own, so you'll want a resume writing tool or service that's easy to use. Luckily, many tools on this list walk you through what you need in your resume, like offering guidance on what to elaborate on. Some also make it simple to change the layout of your resume to help you differentiate yourself from other applicants. Many of the services here will connect you with a person who will ask questions about your work experience and then c

Topics: resume services tools use writing

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These 7 Automatic Cat Feeders Were the Best We Tested (2025)

wired.com Molly Higgins 2026-02-24 11:39:00

Another We Tested Photograph: Molly Higgins Oneisall Cordless WiFi Automatic Cat Feeder for $60: I had high hopes for this cordless feeder that boasts a rechargeable battery with a 100-day life and an integrated app, but it's just too unreliable. Through the app, you can program up to 10 daily meals (in 1-12 portions each), monitor pets' eating habits, and customize meal calls. Unlike other apps, you're not able to choose portion size, but instead have to multiply the number of servings. The a

Topics: app feeder meals schedule wet

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New IQ research shows why smarter people make better decisions

news.ycombinator.com University Of Bath 2026-02-24 21:30:08

This article has been reviewed according to Science X's editorial process and policies . Editors have highlighted the following attributes while ensuring the content's credibility: Credit: Pixabay/CC0 Public Domain A new study from the University of Bath's School of Management has found that individuals with a higher IQ make more realistic predictions, which supports better decision-making and can lead to improved life outcomes. The research, published in the Journal of Personality and Social

Topics: individuals iq make people probability

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

news.ycombinator.com Marcus Mendes 2026-02-20 23:19:47

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

Topics: apple image images models starflow

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Tovala Meal Kit and Oven Review (2025): We’re Nearing Robot Chef

wired.com Matthew Korfhage 2026-02-24 06:13:00

Tovala is the only meal kit I know of that comes with its own oven—and I speak as someone who has tested a lot of meal kits and also ovens. Still, the idea isn't merely wacky. The biggest pitfall of preprepared meal delivery is almost always the microwave, as I noted in my review of HelloFresh's often delicious but sometimes soggy Factor meals. These almost always benefited from an improvised turn in the air fryer. And so the brainstorm on Tovala is both sophisticated and simple. Make mostly pr

Topics: little meal meals oven tovala

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Should we be letting flies eat our food waste?

feeds.bbci.co.uk Unknown 2026-02-25 02:10:12

Should we be letting flies eat our food waste? 51 minutes ago Share Save MaryLou Costa Technology Reporter Reporting from Vilnius, Lithuania Share Save Energesman Fly larvae are excellent at converting food waste into protein Most people are inclined to shoo flies away from food, and the thought of maggots in your bins is enough to make anyone's stomach turn. But a handful of city councils have embraced maggots - more formally known as fly larvae - and their taste for rotting food. In Vilnius

Topics: councils fly food larvae waste

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New research links caffeine to slower aging at the cellular level

techspot.com Alfonso Maruccia 2026-02-25 21:12:00

High on Caffeine: Caffeine is the most widely consumed psychoactive substance in the world, and it's found almost everywhere. People consume it through coffee, tea, soft drinks, energy drinks, and more. According to new research, caffeine may do more than just help you stay awake after a long night – it could have other surprising benefits as well. A recently published study confirms what caffeine enthusiasts have suspected all along: the naturally occurring stimulant is not only great for waki

Topics: ampk caffeine cells cellular energy

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Get your first month of Humble Bundle Choice for just $7 right now - here's how

zdnet.com Taylor Clemons 2026-02-25 21:28:35

Humble Bundle/ZDNET Looking for a way to save big on indie and triple-A game titles? Are you tired of buying games through corporate storefronts like Steam and EA? Right now at Humble Bundle, you can get your first month of a Humble Choice membership for just $7. That's a 42% discount on a rewards program that does more than just give you access to exclusive discounts and game demos: Each month, 5% of your membership payment goes toward helping one of thousands of charity partners that work wit

Topics: bundle choice deals humble zdnet

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Latest Tech News

Model minimalism: The new AI strategy saving companies millions

Normalizing Flows Are Capable Generative Models

Here's how you can still trade in any phone at Verizon to get an iPhone, iPad, and Apple Watch free

Prime Day invitation-only deals returning to Amazon - here's how to sign up

Best Grills for 2025: We Tested Dozens to Find the Best Grill in Every Category

How Highmark Health and Google Cloud are using Gen AI to streamline medical claims and improve care: 6 key lessons

Shark FlexStyle Multi-Styler Is Now Over 2x Cheaper Than the Dyson Airwrap, Stock Is Running Out Fast

This Eufy robot vacuum is half off before Prime Day

How to save on Prime Day deals without paying full price for Prime: 3 ways

NASA’s Next-Gen Rocket Booster Explodes in Test of a Design That May Never Fly

I've Been Hiking With AllTrails for Nearly 10 Years. Here's How to Navigate the App Like a Pro

These Are the Chatbots We're Using Most, and How We're Using Them

iPad Pro rumored to get much slimmer bezels with future model

The Apple Watch Series 10 is $100 off ahead of Prime Day

Amazon Prime Day 2025: The best early deals available right now, dates and everything else you need to know

This Eufy robot vacuum is half for before Prime Day

Apple Ads Aren't Cool Anymore. Here's What I Think Changed

Early Prime Day deals include our favorite mesh Wi-Fi router for a record-low price

I've Used AllTrails Consistently for Nearly 10 Years. Here's How to Navigate the App Like a Pro

Apple gives EU users App Store options in attempt to avoid massive fines

Our favorite Levoit air purifier is $37 off in this Prime Day deal

Show HN: A Python Language Server, Mypy-compatible

Best Resume Writing Services for College Grads, Career Changes and Promotions in 2025

These 7 Automatic Cat Feeders Were the Best We Tested (2025)

New IQ research shows why smarter people make better decisions

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

Tovala Meal Kit and Oven Review (2025): We’re Nearing Robot Chef

Should we be letting flies eat our food waste?

New research links caffeine to slower aging at the cellular level

Get your first month of Humble Bundle Choice for just $7 right now - here's how

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