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This power station kept my fridge running during an outage (and just dropped by over $1,000)

ZDNET's key takeaways The EcoFlow Delta Pro 3 battery generator is available now for $3,699 The Delta Pro 3 has a capacity of 4 kWh, can be used with other units for up to 12 kW output, and features wheels for easy transport The DP3 is very heavy, a factor buyers should consider if they plan to load it in and out of vehicles $2,699 at Amazon The EcoFlow Delta Pro 3 power station is available for $2,684, the lowest price we've ever seen. EcoFlow also has a huge deal on an EcoFlow Delta Pro 3,

Reddit turns 20, and it’s going big on AI

is a news editor covering technology, gaming, and more. He joined The Verge in 2019 after nearly two years at Techmeme. Reddit has become known as the place to go for unfiltered answers from real, human users. But as the site celebrates its 20th anniversary this week, the company is increasingly thinking about how it can augment that human work with AI. The initial rollout of AI tools, like Reddit Answers, is “going really well,” CTO Chris Slowe tells The Verge. At a time when Google and its A

This portable battery saved my last camping trip (and goes everywhere with me)

ZDNET's key takeaways The EcoFlow River 3 is a new compact portable battery It is available for $239. It's portable and lightweight, making it easy to carry, it features fast charging, going from 0% to 100% in 55 minutes, and has a 245Wh output capacity Since portability is a priority for the River series of portable batteries, they're much less powerful than alternatives and best suited for smaller tasks or shorter use times. $239 at Amazon EcoFlow announced the addition of three new portab

This EcoFlow power station just kept my lights on during an outage (and it's $1,399 off)

ZDNET's key takeaways The EcoFlow Delta Pro Ultra battery and inverter unit is available now for $6,299 while the Smart Home Panel 2 is available for $1,899. The single unit has a 6kWh capacity and supports a 7,200W output and 5.6kW solar input, allowing it to run an entire home, especially when stacked with other units for increased capacity. The Delta Pro Ultra is a decidedly expensive solution for a home backup system, and though portable, its hefty weight could affect portability. View now

Normalizing Flows Are Capable Generative Models

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

The Effect of Noise on Sleep

Jun 26, 2025 The effect of noise on sleep Brandon Ballinger How detrimental is noise for your sleep? Andrej Karpathy raised this exact question in a tweet. The answer to Karpathy’s question is, well, empirical, with a rough experiment suggested by Paul Graham: Consumer devices like Apple Watch measure many sleep metrics, including sleep stages, heart rate variability, and heart rate. The Apple Watch’s microphone also measures noise in fine-grained frequency, which can be filtered down to times

Topics: 50s db low noise sleep

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

Alternative Layout System

This script imitates a method used in certain manuscripts, where the space between the last word of a line and the end of the text block is filled with various elements ― such as a simple or wavy pen stroke, repetition of the last letter, punctuation marks, embellished slashes, full stops, etc. It allows you to fill this space with one or more glyphs of your choice, or by repeating the last letter of the line.

A Review of Aerospike Nozzles: Current Trends in Aerospace Applications

The design of rocket nozzles aims to expand the combustion gases until the exit pressure matches the ambient pressure, thereby maximizing thrust. However, ambient pressuredecreases as the rocket ascends, posing a challenge for conventional nozzles, which operate efficiently only at a specific altitude [ 30 ]. By adjusting their flow characteristics to the varying atmospheric pressure, aerospike nozzles offer a significant advantage in this regard. To quantify this impact, the thrust coefficient

Insta360’s new $110 Flow 2 gimbal sacrifices some useful pro features

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. Insta360 has announced a new version of its entry-level smartphone gimbal. The new Insta360 Flow 2 includes many of the upgrades introduced on the Insta360 Flow 2 Pro that launched earlier this year including multi person tracking and the ability to use the Apple Watch as a remote control. But you’re also going to lose useful features like the ab

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

Beat the Nightly Heat With the Best Cooling Pillows of 2025: Tested and Reviewed

Caroline Igo/CNET The heat dome that’s baking the central and eastern US is bringing the hottest temperatures we’ve seen this year. Hot sleeper or not, there’s a good chance you might be looking for some relief at night. When flipping pillows and rolling over to find a cool spot on the mattress doesn't work, you might need some cooling technology. A pillow designed with cooling technology can be a game changer, especially if its tech extends beyond a cooling cover into the pillow's stuffing or

The Art of Hanakami, or Flower-Petal Folding

What kind of paper would you use to fold flowers? As folders, we know that finding the right paper for the model we want to fold (and vice versa) is important for achieving the right form and appearance. Personally, I’ve used a lot of different materials for my work, including everything from printer paper and aluminum foil to cellophane, fabric and more. When folding origami flowers, why not use flower petals? I first became interested in this idea when my attempts at a Guinness World Record

The Nintendo Switch 2 webcam compatibility mystery is solved and updates are on the way

is a senior editor and founding member of The Verge who covers gadgets, games, and toys. He spent 15 years editing the likes of CNET, Gizmodo, and Engadget. If you plug the world’s best-reviewed webcams into the Nintendo Switch 2 today, they won’t work, while many comparatively ancient webcams do. Why? That’s been a mystery for the nearly three weeks since the handheld launched. Now, two companies say they’ve figured it out and are pledging to update the firmware on their cameras. Here’s a pos

US senators reintroduce bill to open Apple and Google's app stores

Senators Marsha Blacburn (R-Tenn.), Mike Blumenthal (D-Conn.), Amy Klobuchar (D-Minn.) Dick Durbin (D-Ill.) and Mike Lee (R-Utah) have reintroduced a bill that would force app store owners like Apple and Google to allow third-party payment systems and sideloading apps, among a collection of other developer-friendly changes. The bill, called the Open App Markets App, was originally introduced in 2021, but it never came up for a vote after passing through the Senate Judiciary Committee in 2022. T

Apple’s more immersive CarPlay is dividing the auto industry

is transportation editor with 10+ years of experience who covers EVs, public transportation, and aviation. His work has appeared in The New York Daily News and City & State. Apple’s next-generation CarPlay is splitting the auto world down the middle. Several automakers are eagerly lining up to adopt the newly immersive CarPlay Ultra, which takes over more screens and includes embedded vehicle features like speedometers, heating and cooling, and radio functions. Others are flatly refusing to all

AirTag 2 rumor highlights what Android’s trackers could do better

Rita El Khoury / Android Authority TL;DR Apple’s AirTag 2 may offer both low and very low battery alerts. Most Android trackers still rely on a single vague low-battery warning. The AirTag 2 is expected to launch in the fall, likely alongside the next iPhone. Bluetooth trackers are supposed to give you peace of mind, but there’s always the risk that they’ll silently die on you when you need them most. That’s why one rumored battery management upgrade to Apple’s upcoming AirTag 2 could be a s

Getting ready to issue IP address certificates

We're almost ready to issue certificates for IP address SANs from Let's Encrypt's production environment. They'll only be available under the shortlived profile (which has a 6-day validity period), and that profile will remain allowlist-only for a while. Please note: We have more work to do before we're ready to launch this feature for the public. We don't yet have a timeline, and aren't ready to accept allowlist requests. Here's a sample staging certificate, and a site using it: Please speak

This handy accessory solved my biggest problem with video calls on the MacBook

ZDNET's key takeaways The Emeet Pixy webcam is avaialble now on Amazon for $160. It offers splendid 4K video with auto-tracking and and excellent sound. You'll want to install the Emeet Studio app to get the most out of the camera. View now at Amazon I don't often do video conferencing (whew), but when I do have to attend a meeting, the last thing I want is to have to deal with crappy video quality. I don't just mean video quality, either -- poor audio quality can be just as bad. Also: The b

This 55-inch QLED TV is on sale for $565 and looks like a picture frame when it isn’t being used

With Amazon’s Prime Day just a few weeks away, we’re already starting to see deals on TVs ahead of the four-day event. If you want to get a head start on your shopping, TCL’s subbrand, iFFALCON, has dropped the price of its 55-inch QLED 4K Mural TV to a new low price at Amazon. It starts at $564.99 ($135 off) when you use an on-page coupon and promo code QU6HI8WP at checkout. Want to go bigger? The 65-inch model is $749 ($250 off) at Amazon once you clip the on-page coupon and enter code 2EZWGX8

Topics: 99 amazon low tv wall

Wispr Flow raises $30M from Menlo Ventures for its AI-powered dictation app

Startups developing voice AI technology and applications are having their moment. Model builders like ElevenLabs and Cartesia have raised millions of dollars in the last few months. Applications such as AI-powered notetaker Granola and meeting tools Read AI and Fireflies AI have also received investor attention and backing. Continuing the trend, dictation app Wispr Flow announced today that it is raising $30 million in Series A funding from Menlo Ventures with participation from NEA, 8VC, Opal

Mom-Approved Best Pregnancy Pillows to Help You Sleep Better While Pregnant

Sleeping well during pregnancy is tough, and expectant mothers may experience sleep issues. I was pregnant during the summer and the only thing that seemed to help me, as my bump grew, was using pregnancy pillows. I tried many during my second and third trimesters, and they made a big difference. Cooling options and extra support helped ease the pressure on my back and hips, and I finally started sleeping better. While testing, I kept in mind that everyone’s needs vary when they're pregnant. Fr

Starship: The minimal, fast, and customizable prompt for any shell

To update the Starship itself, rerun the above script. It will replace the current version without touching Starship's configuration. Add the init script to your shell's config file: Add the following to the end of ~/.bashrc : sh # ~/.bashrc eval "$( starship init bash)" Add the following to the end of ~/.config/fish/config.fish : sh # ~/.config/fish/config.fish starship init fish | source Add the following to the end of ~/.zshrc : sh # ~/.zshrc eval "$( starship init zsh)" Add the follo

Tempur-Pedic Promo Codes: Up to $500 Off

Life is hard, but you know what isn’t? Tempur-Pedic mattresses. This brand’s been around for a long while, which isn’t shocking given the high-quality materials that perform for those that need advanced pressure relief and support. If you’re someone who deals with regular aches and pains, this is a good place to start looking for a new mattress. For those that also want to avoid putting a strain on their budget, now’s a good time to look, as Tempur-Pedic is launching its summertime 4th of July s

Mortgage Rate Predictions: Is This Week the Calm Before the Storm?

Tharon Green/CNET Though the housing market is never immune to political and economic volatility, mortgage rates have been eerily calm. Over the last month, the average rate for a 30-year fixed mortgage has moved in a narrow range between 6.8% and 7%. An escalating war in the Middle East could spark fresh volatility across global markets, significantly affecting oil prices and the US dollar. That would have a ripple effect on long-term Treasury yields and mortgage rates. Mortgage rates had be

Apple Research just unearthed a forgotten AI technique and is 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

Load Test GlassFlow for ClickHouse: Real-Time Dedup at Scale

Load Test GlassFlow for ClickHouse: Real-Time Deduplication at Scale By Ashish Bagri, Co-founder & CTO of GlassFlow TL;DR We tested GlassFlow on a real-world deduplication pipeline with Kafka and ClickHouse. It handled 55,00 records/sec published by Kafka and processed 9,000+ records/sec on a MacBook Pro, with sub-0.12ms latency. No crashes, no message loss, no disordering. Even with 20M records and 12 concurrent publishers, it remained robust. Want to try it yourself? The full test setup

I changed 10 settings on my Fire TV for better performance and fewer distractions

Why is my Fire TV running so slow? That's a complex question to answer. It could be the age of your device. Older hardware might struggle to load the latest apps and services. But it could also be a combination of outdated software, too many background processes, and accumulated temporary files. All these things can make your Fire TV or Fire TV Stick lag. Fortunately, the tips above address most of these problems. Are there any other Fire TV features I can disable? Amazon's Fire TV has a surp

Topics: apps data disable slow tv

AllTracker: Efficient Dense Point Tracking at High Resolution

Sorry, your browser doesn't support embedded videos. Overview We introduce AllTracker: a model that estimates long-range point tracks by way of estimating the flow field between a query frame and every other frame of a video. Unlike existing point tracking methods, our approach delivers high-resolution and dense (all-pixel) correspondence fields, which can be visualized as flow maps. Unlike existing optical flow methods, our approach corresponds one frame to hundreds of subsequent frames, rath