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Google's latest Pixel drop brings the Material 3 Expressive UI to older devices

Now that the Pixel 10 series has been out for a week, Google has begun rolling many of the software features it debuted with those phones to its older devices as part of the September Pixel drop. Starting today, if you own any Pixel device Google has released since 2021, including the Pixel 6 and Pixel Tablet , you can start to customize your device with the company's new Material 3 Expressive user interface. Among other tweaks, Google made it possible to add "Live Effects," including a few tha

Show HN: Entropy-Guided Loop – How to make small models reason

Logprobs Reasoning Loop with Weights & Biases Weave, an observability tool Uncertainty-Aware Generation with OpenAI's Responses API This project demonstrates a novel approach to improving AI model reasoning by leveraging token-level uncertainty metrics (logprobs) to create self-correcting generation loops. We compare this uncertainty-aware approach against traditional reasoning models to test whether explicit uncertainty handling can match or exceed the performance of dedicated reasoning archi

Speeding up PyTorch inference on Apple devices with AI-generated Metal kernels

Speeding up PyTorch inference by 87% on Apple devices with AI-generated Metal kernels tl;dr: Our lab investigated whether frontier models can write optimized GPU kernels for Apple devices to speed up inference. We found that they can: our AI-generated Metal kernels were 1.87x faster across 215 PyTorch modules, with some workloads running hundreds of times faster than baseline. Why use AI to generate kernels for Apple devices? AI models execute on hardware via GPU kernels that define each oper

This Robot Only Needs a Single AI Model to Master Humanlike Movements

Atlas, the humanoid robot famous for its parkour and dance routines, has recently begun demonstrating something altogether more subtle but also a lot more significant: It has learned to both walk and grab things using a single artificial intelligence model. What is more, the robot’s single learning model is showing some tantalizingly “emergent” skills, like the ability to instinctively recover when it drops an item without having been trained to do so. Boston Dynamics, the company that makes A

A PlayStation game is now the best-selling game on Xbox

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 ever doubted the “console wars” were over, here’s a new piece of data to consider: Helldivers 2, formerly console exclusive to Sony’s PS5, is currently the best-selling title on Xbox. In fact, it’s the first and third best-selling game, if you count its more premium edition, and it’s currently the ninth-most played game on the platfo

More Pixel phones are getting Google’s new look for Android

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. Posts from this author will be added to your daily email digest and your homepage feed. This month’s Google Pixel drop includes a broader rollout of the company’s splashy UI revamp. Starting today, Google will bring its Material 3 Expressive design language to Pixel 6 devices and newer, in addition to the Pixel Tablet. Google first revealed the yo

Google brings Material 3 Expressive to Pixel 6 and newer devices, along with other features

Google announced on Wednesday that it’s bringing a slew of new features to the Android ecosystem and Pixel devices. The tech giant is introducing Material 3 Expressive to Pixel phones, Adaptive Audio for the Pixel Buds Pro 2, on-wrist navigation for the Pixel Watch, new AI writing tools in Gboard, enhanced audio sharing capabilities, the ability to create custom Android bots, and more. Starting Wednesday, Material 3 Expressive is coming to Pixel 6 and newer devices, as well as Pixel Tablet. Goo

AYN Odin 3 full specs revealed, including a surprise Ultra model

TL;DR AYN shared the full Odin 3 specs, confirming Snapdragon 8 Elite and other core hardware. Configurations range from 8GB/128GB up to an Ultra model with 24GB RAM and 1TB storage. The Indiegogo page is live for sign-ups and early-bird discounts, but there’s no pricing or release date yet. It’s only been a couple of days since AYN confirmed the Odin 3 will be the first Android handheld powered by Qualcomm’s new Snapdragon 8 Elite chip. That alone will make it one of the most powerful handhe

What Is It Like to Be a Bat?

1974 philosophy paper by Thomas Nagel Thomas Nagel argues that while a human might be able to imagine what it is like to be a bat by taking "the bat's point of view", it would still be impossible "to know what it is like for a bat to be a bat". "What Is It Like to Be a Bat?" is a paper by American philosopher Thomas Nagel, first published in The Philosophical Review in October 1974, and later in Nagel's Mortal Questions (1979). The paper presents several difficulties posed by phenomenal consci

Speeding up PyTorch inference by 87% on Apple with AI-generated Metal kernels

Speeding up PyTorch inference by 87% on Apple devices with AI-generated Metal kernels tl;dr: Our lab investigated whether frontier models can write optimized GPU kernels for Apple devices to speed up inference. We found that they can: our AI-generated Metal kernels were 1.87x faster across 215 PyTorch modules, with some workloads running hundreds of times faster than baseline. Why use AI to generate kernels for Apple devices? AI models execute on hardware via GPU kernels that define each oper

Svix (webhooks as a service) is hiring for a founding marketing lead

At Svix, we are looking for smart, high-energy and fast learning individuals that enjoy having developers as their users, and share our values. You will have a huge impact on the trajectory of the company and the product. You will be trusted to take ownership, have autonomy, and be a leader. You will get to solve interesting problems and technical challenges. We move fast, and speed of execution is one of our core values. We are obsessed with providing a great developer experience, and you will

VibeVoice: A Frontier Open-Source Text-to-Speech Model

VibeVoice: A Frontier Open-Source Text-to-Speech Model VibeVoice is a novel framework designed for generating expressive, long-form, multi-speaker conversational audio, such as podcasts, from text. It addresses significant challenges in traditional Text-to-Speech (TTS) systems, particularly in scalability, speaker consistency, and natural turn-taking. A core innovation of VibeVoice is its use of continuous speech tokenizers (Acoustic and Semantic) operating at an ultra-low frame rate of 7.5 Hz.

Taylor Swift's Engagement Post Broke One Instagram Record and Is Still Climbing the Most-Liked List

Nobody is shaking this off: Pop superstar Taylor Swift and Kansas City Chiefs tight end Travis Kelce announced their engagement on Instagram just over a week ago, and the likes exploded like pyrotechnics at a concert. The post broke Instagram's record for reposts (though to be fair, reposting just started on Instagram in August). Still, the post hit 1 million reposts in less than 6 hours and earned 14 million likes in the first hour. By Wednesday this week, it had topped 36 million likes, vault

Why the US government is taking a stake in Intel

The Trump administration wants the United States to be the dominant force when it comes to artificial intelligence, and one way the administration hopes to achieve primacy is by bringing semiconductor manufacturing back to the U.S. To help with that transition, President Donald Trump has introduced potential chip tariffs and policies in recent months meant to bring more semiconductor manufacturing stateside. In late August, the Trump administration took an unprecedented step toward that goal w

Instagram launches official iPad app, now available on App Store

The day has finally arrived: Instagram for iPad is here. Though it seemed like it might never happen, the popular social media app now offers an official iPadOS version. Here are the details. Instagram for iPad rolling out to all users now Instagram’s iPad app is now rolling out to all users on the App Store. As you might expect, it includes access to your feed, stories, and most of the features you would expect. But Instagram has built its iPad app with a special emphasis on Reels. From th

Instagram finally has an iPad app 15 years after it first launched

The social media platform Instagram is finally available on the iPad as a native app. It only took 15 years, as the app first launched all the way back in 2010. We knew this was coming and, well, now it's here. The iPad is a different platform from a smartphone, so the tablet-based app features redesigned elements. For instance, the app opens directly into a feed of Reels. The iPad app also lets users organize posts and Reels into a chronological list, with recent posts appearing first. This is

Understanding Transformers Using a Minimal Example

The internal mechanisms of Transformer Large Language models (LLMs), particularly the flow of information through the layers and the operation of the attention mechanism, can be challenging to follow due to the vast amount of numbers involved. We humans can hardly form a mental model. This article aims to make these workings tangible by providing visualizations of a Transformer's internal state. Utilizing a minimal dataset and a deliberately simplified model, it is possible to follow the model's

After 15 Years, Instagram Finally Releases an iPad App

Fact: the iPad launched 15 years ago in 2010. Steve Jobs famously made himself comfortable in a leather armchair and then proceeded to show everybody how “magical” the iPad was for browsing the web, looking at photos, and—yes—checking Facebook. Also fact: Instagram launched months later that fall, two years before Mark Zuckerberg would cut the app’s founders, Kevin Systrom and Mike Krieger, a fat check for $1 billion. In the decade and a half since establishing itself as the go-to place to share

How to watch Apple announce the iPhone 17

Apple is hosting its “Awe dropping” hardware event on Tuesday at 10 a.m. PT. The company is expected to announce its iPhone 17 lineup, which could include a slimmer version, as well as updates for the Apple Watch and AirPods. The keynote will take place at Apple Park in Cupertino. Viewers can tune in to the livestream here or watch it on Apple’s website. As usual, TechCrunch will be covering the event, so stay tuned for news. There have been numerous rumors surrounding the upcoming iPhone line

This BowFlex Exercise Bike Is My Go-To Affordable Peloton Alternative

CNET key takeaways More affordable than other exercise bikes, at $599 Access to the JRNY app and third-party apps like Peloton Warranty lasts for up to 10 years If you’re on the hunt for an affordable exercise bike, the BowFlex IC SE is worth considering. It’s one of CNET’s top-tested bikes and a solid Peloton alternative, offering a similar experience without the steep price tag. At $599, half the price of a Peloton bike, you’ll get a bike that offers a smooth ride and over 100 resistance

Best Smokeless Firepits (2025), Tested for Fun and Fresh Air

Compare the Top 4 Smokeless Firepits Firepit Full Retail Diameter WIRED TIRED Solo Stove Bonfire 2.0 $329 19.5 inches Venn diagram at the middle of value, utility, and portability. Removable ash can Not big enough for longer logs Breeo X24 $599 27.5 inches Large backyard showpiece with plenty of room for a big fire. Great accessory set Less portable Breeo Y-Series $495 21 inches Designed for portability—and to be hauled out for cooking. Great accessory set Not big enough for longer logs BioLite

Sen. Rand Paul blasts Trump's stake in Intel as 'a step towards socialism'

Sen. Rand Paul (R-Ky.) on Wednesday criticized the Trump administration's decision to take a 10% stake in embattled chipmaker Intel , calling the investment "a step towards socialism." Intel announced last month that the U.S. government made an $8.9 billion investment in Intel common stock, purchasing 433.3 million shares at a price of $20.47 per share, giving it a 10% stake in the company. Intel noted that the price the government paid was a discount to the current market price. Rand said gov

Sharing a mutable reference between Rust and Python

As part of my ongoing project to reimplement Django’s templating language in Rust, I have been adding support for custom template tags. The simplest custom tag will look something like: # time_tags.py from datetime import datetime from django import template register = template . Library() @register.simple_tag def time (format_string): now = datetime . now() return now . strftime(format_string) # time_tags.py from datetime import datetime from django import template register = template . Libr

Today, I learned that eels are fish

Let’s dive right in: for most of history, we didn’t really know where eels come from. Which is strange, because they’re everywhere—rivers, lakes, oceans. Even now, we only have the faintest sense of where they spawn or how. Their lives remain partly hidden, and that blank space has always invited stories. Aristotle thought they slithered out of mud, giving the primordial ooze its first big break. Another tale claimed they rose from sea foam, like a grotesque remix of Aphrodite’s birth. Japa

The first ten things I changed on my Pixel 10!

So you just got your brand new Google Pixel 10. Congratulations! It’s an incredible piece of hardware, and you’re probably itching to download your favorite apps, sign into your accounts, and start snapping photos. Before you dive in, though, a handful of settings can drastically improve your day-to-day experience. Unfortunately, for one reason or another, Google leaves them turned off by default. Changing these settings can do everything from improving your battery’s long-term health, saving y

Garmin’s Fenix 8 Pro series finally lets you leave your phone at home — sort of

is a senior reporter focusing on wearables, health tech, and more with 13 years of experience. Before coming to The Verge, she worked for Gizmodo and PC Magazine. Garmin just announced its Fenix 8 Pro series of smartwatches, which adds both cellular and satellite connectivity via the company’s InReach tech. The Fenix 8 Pro series also adds a MicroLED display version that gets a maximum brightness of 4,500 nits. The catch is the watches will start at $1,199.99, with the MicroLED version going fo

College social app Fizz expands into grocery delivery

Fizz, the college social app, is expanding into grocery delivery thanks to a new partnership with Gopuff, the startup told TechCrunch exclusively. The partnership will allow students to order anything from late-night snacks to weekly groceries directly within the Fizz app in as fast as 15 minutes, Fizz says. Founded in 2021, Fizz is available at more than 620 campuses across the United States, with over 27 million posts shared to date. The social platform allows students to connect anonymously

Comic Sans typeball designed to work with the IBM Selectric typewriters

YOU PROBABLY SHOULDN'T PRINT THIS! Update, July 7 2023: Dave Hayden took the resin-printed typeball concept and improved on it greatly. I'm extremely grateful that he took on all the hard work of iteratively going through and dialing in the perfect values to make a functional ball, and I'm pleased to think I contributed in some way to his achievements. ----------------------------------------- This is a Comic Sans typeball designed to work with the IBM Selectric typewriters that take 88-c

Leaked Gaza Plans Show Trump May ‘Relocate’ Palestinians to Build ‘AI-Powered Smart Cities’

For the past two years, the U.S. has been supplying tens of billions of dollars worth of military aid to Israel so that it can bomb the living crap out of the civilian population in Gaza. Now, as multiple human rights organizations accuse Israel of committing genocide in the region, America’s billionaire developer president seems to think it’s time to spin the bloodshed into real estate gold. The Washington Post has managed to get its hands on a 38-page prospectus that outlines an alleged U.S.

Turns out it’s possible to get a Pixel 10 with a physical SIM slot in the US

Rita El Khoury / Android Authority TL;DR Google is reportedly sending out global Pixel 10 models with physical SIM slots as replacement units to users. These global models lack support for mmWave 5G. While some people are viewing this as an upgrade, others are concerned about connectivity issues. If you bought a Pixel 10, 10 Pro, or 10 Pro XL in the US, your phone came without a physical SIM slot. That’s the standard for US models of Google’s latest flagships. Instead of having a traditional