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Homotopy Equivalences

Previously: Fibrations and Cofibrations. In topology, we say that two shapes are the same if there is a homeomorphism– an invertible continuous map– between them. Continuity means that nothing is broken and nothing is glued together. This is how we can turn a coffe cup into a torus. A homeomorphism, however, won’t let us shrink a torus to a circle. So if we are only interested in how many holes the shapes have, we have to relax our notion of equivalence. Let’s go back to the definition of home

How a grad student got LHC data to play nice with quantum interference

Measurements at the Large Hadron Collider have been stymied by one of the most central phenomena of the quantum world. But now, a young researcher has championed a new method to solve the problem using deep neural networks. The Large Hadron Collider is one of the biggest experiments in history, but it’s also one of the hardest to interpret. Unlike seeing an image of a star in a telescope, saying anything at all about the data that comes out of the LHC requires careful statistical modeling. “If

The Nintendo Switch 2 is an awesome upgrade for parents like me

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. I wouldn’t have preordered a Nintendo Switch 2 just for myself. The price is high, there’s no new Smash Bros. or Metroid Prime (yet), and I’ve got a perfectly good original Nintendo Switch and Steam Deck that keep me plenty busy. At first, I could only justify the $450 because I write about gaming tech for The Verge. But two weeks in, I ca

Disabling Intel Graphics Security Mitigation Boosts GPU Compute Performance 20%

While not talked about as much as the Intel CPU security mitigations, Intel graphics security mitigations have added up over time that if disabling Intel graphics security mitigations for their GPU compute stack for OpenCL and Level Zero can yield a 20% performance boost. Ubuntu maker Canonical in cooperation with Intel is preparing to disable these security mitigations in the Ubuntu packages in order to recoup this lost performance.I haven't looked at the Intel graphics security mitigation cost

Show HN: Ariadne – A Rust implementation of aperiodic cryptography

Ariadne Suite ariadne.ciphernomad.org This repository contains the Ariadne Suite, our canonical Rust implementation of the Ariadne Protocol. The protocol is a novel cryptographic architecture we designed around the Labyrinth Construction to provide aperiodic, or non-repeating, cryptographic transformations. The project mission is to create resilient, open-source tools for digital sovereignty. This is independent research, released as a public good. Its continuation, development, and future s

Best Internet Providers in Anaheim, California

What is the best internet provider in Anaheim? AT&T Fiber is CNET's top pick for the best internet service provider in Anaheim. The internet service provider is the best option for most households in the city because of its fast, symmetrical speeds that come with straightforward plan terms and reasonable pricing. Not every address in Anaheim is served by AT&T Fiber. For those outside the coverage area, options like Spectrum or T-Mobile Home Internet are also solid picks, depending on what’s ava

Best Internet Providers in Arlington, Virginia

What is the best internet provider in Arlington? CNET’s top provider pick for most Arlington households is Xfinity. In addition to providing service to most addresses in the city, Xfinity also offers the fastest plan in Arlington. For $115 per month, customers can reach download speeds up to 2 gigabits per second, with no data caps or monthly equipment charges. Xfinity also offers the cheapest plan in the area, starting at $40 per month for download speeds up to 400Mbps. Providers like Verizon

Intel to outsource marketing to Accenture and AI, cutting in-house staff

What just happened? Intel is preparing for a major transformation of its marketing operations, marking a significant shift in how the company approaches customer engagement and internal organization. Under the direction of newly appointed CEO Lip-Bu Tan, the technology giant will outsource a substantial portion of its marketing work to Accenture, a global consulting firm, with artificial intelligence playing a central role in the transition. This move is expected to result in significant layoff

How to buy the Nintendo Switch 2: Latest stock updates at Target, Best Buy, Walmart and more

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 . Here are your best options for finding the Switch 2 -- and why you should skip Amazon for now. The Nintendo Switch 2 has been available in the US for more than two weeks — but good luck finding one. While millions of people have been able to snag the $450 console since it officially w

Best Internet Providers in Nashville, Tennessee

What is the best internet provider in Nashville? CNET's experts recommend AT&T Fiber as the best internet provider in Nashville, Tennessee. It isn't hard to see why. AT&T offers a range of internet plans with speeds ranging from 300Mbps to 5,000 megabits per second (5 gigabits per second). This makes it one of the top providers, ideal for busy households and businesses that need fast and reliable internet. But with speeds that high, you'll need to prepare to spend more than usual. That said, i

Best Internet Providers in Aurora, Illinois

What is the best internet provider in Aurora? CNET recommends AT&T Fiber as the overall top internet provider in Aurora, Illinois. Not only does it boast high customer satisfaction but its fast speeds, straightforward pricing and overall simple service terms are well-regarded among consumers. Its plans range from 300Mbps to 5,000Mbps, depending on your area. It also comes with unlimited data and free equipment. The biggest downside for this ISP is that coverage isn't the greatest, meaning that

Best Internet Providers in Ann Arbor, Michigan

What is the best internet provider in Ann Arbor, Michigan? Looking for the fastest, most reliable internet in Ann Arbor? AT&T Fiber is CNET's pick for the best internet service provider in Ann Arbor. Being the area's only fiber provider, it delivers equal upload and download speeds -- essential for remote work and online gaming. Speeds range from 300Mbps to 5,000Mbps, for $55 to $245 monthly. But that's not all. AT&T Fiber also has the lead in customer satisfaction. The provider has the highest

Announcing the Clippy feature freeze

The Clippy project will be on feature-freeze for 12 weeks, starting from Rust 1.89.0 beta (June 26th 2025) to September 18th 2025 (Rust 1.89.0 stable release). During this time no new features will be accepted, only bug fixes. This feature freeze comes from a lack of the necessary capacity needed to maintain all the current lints (over 750 of them 😱) and still add new ones. We need to care for the Clippy project the same way that Clippy cares about our code, and note that every single one of th

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

Best Internet Providers in Boise, Idaho

What is the best internet provider in Boise? Our CNET experts found that T-Mobile is the best internet provider in Boise for most households, thanks to its affordability, reliable speeds and high customer satisfaction. With limited options in the Boise area, T-Mobile stands out with competitive pricing and speeds that meet the needs of most households. Plans start at $50 per month but eligible mobile customers can get coverage for as low as $35 per month. Beyond T-Mobile, there are a few other

Today's NYT Strands Hints, Answers and Help for June 22, #476

Looking for the most recent Strands answer? Click here for our daily Strands hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections and Connections: Sports Edition puzzles. Today's NYT Strands puzzle is kind of a stinker. Yep, that's a hint. If you need more hints and the answers, read on. I go into depth about the rules for Strands in this story. If you're looking for today's Wordle, Connections and Mini Crossword answers, you can visit CNET'

Today's Wordle Hints, Answer and Help for June 22, #1464

Looking for the most recent Wordle answer? Click here for today's Wordle hints, as well as our daily answers and hints for The New York Times Mini Crossword, Connections, Connections: Sports Edition and Strands puzzles. Today's Wordle puzzle is a pretty tough one. It's very sound-related, you'll know it once you hear or see it, but it might not come instantly to mind. If you need a new starter word, check out our list of which letters show up the most in English words. If you need hints and the

Engadget review recap: Switch 2, Playdate games and a Framework laptop

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 Nintendo Switch 2 has been all the rage around the Engadget HQ for the last few weeks. Even the editors who didn't write the official review have had their hands glued to their new toys. Of course, we've been testing other things too, mainly a repairable laptop that's design for st

I Get 5G on My Phone at Home, But Why Can't I Get 5G Home Internet? Here's What I Learned

If you can get 5G on your phone while you're at home, you should be able to get 5G internet at your house, right? Not exactly. 5G is no longer new, thanks to efforts from major carriers AT&T, T-Mobile and Verizon, but 5G home internet service isn't strictly available at the same addresses as 5G cellular service. I ran into this when I switched my mobile carrier from AT&T cellular service to T-Mobile phone service. I was immediately impressed with the phone's 5G performance. However, even though

Best Internet Providers in Denver, Colorado

What is the best internet provider in Denver? CNET's broadband experts have selected Quantum Fiber as the best overall internet provider in Denver, Colorado. Considering Quantum Fiber's range of coverage in the area and its overall speeds, it isn't hard to see why. Furthermore, its variety of plans means it's perfect for individuals living alone and those in a fast-paced family environment. If you're looking for the fastest option, you'll be happy to know that Quantum Fiber checks the box for

Augmented Vertex Block Descent (AVBD)

Augmented Vertex Block Descent (AVBD) Vertex Block Descent is a fast physics-based simulation method that is unconditionally stable, highly parallelizable, and capable of converging to the implicit Euler solution. We extend it using an augmented Lagrangian formulation to address some of its fundamental limitations. First, we introduce a mechanism to handle hard constraints with infinite stiffness without introducing numerical instabilities. Second, we substantially improve the convergence in th

Today's NYT Strands Hints, Answers and Help for June 21, #475

Looking for the most recent Strands answer? Click here for our daily Strands hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections and Connections: Sports Edition puzzles. Today's NYT Strands puzzle is a bit of an oddball. Some people might not really know what the spangram word even means, although the themed words all fit together well enough. If you need hints and answers, read on. I go into depth about the rules for Strands in this story.

Apple shareholders sue over Apple Intelligence and Siri delays

Apple is continuing to face fallout from its Apple Intelligence rollout. As spotted by Reuters, Apple shareholders have sued Apple in a proposed class action securities fraud case for allegedly “downplaying how long it needed to integrate advanced artificial intelligence into its Siri voice assistant.” The lawsuit alleges that this misrepresentation negatively impacted iPhone sales and Apple’s stock price. In the lawsuit, Apple executives, including CEO Tim Cook, CFO Kevan Parekh, and former C

Best Internet Providers in Bakersfield, California

Those who live in Bakersfield, California, have a mixed bag when it comes to the internet. The good? It appears that 100% of residents have access to a plan with at least 100Mbps download and 20Mbps upload speeds -- the Federal Communications Commission’s proposed minimum for broadband -- and it’s one of the top 50 cities in the country by median speed. Then what's the bad? The options for high-speed internet in Bakersfield are still very limited. While AT&T Fiber is now available to around one

New dating for White Sands footprints confirms controversial theory

The 2009 discovery of footprints (human and animal) left behind in layers of clay and silt at New Mexico’s White Sands National Park sparked a contentious debate about when, exactly, human cultures first developed in North America. Until about a decade ago, it seemed as if the first Americans arrived near the end of the last Ice Age and were part of the Clovis culture, named for the distinctive projectile points they left behind near what’s now Clovis, New Mexico. But various dating methods indi

Best Internet Providers in Chicago, Illinois

What is the best internet provider in Chicago? CNET’s top recommendation for most households in Chicago is AT&T Fiber due to its ultra-fast symmetrical speeds, straightforward pricing and solid availability. If AT&T Fiber isn’t available in your neighborhood, Xfinity, Verizon 5G Home Internet and Rise Broadband are reliable alternatives. The best internet provider for your home depends on your budget and speed needs. To help you decide, our broadband experts reviewed the top options and found

MIT student prints AI polymer masks to restore paintings in hours

MIT graduate student Alex Kachkine once spent nine months meticulously restoring a damaged baroque Italian painting, which left him plenty of time to wonder if technology could speed things up. Last week, MIT News announced his solution: a technique that uses AI-generated polymer films to physically restore damaged paintings in hours rather than months. The research appears in Nature. Kachkine's method works by printing a transparent "mask" containing thousands of precisely color-matched region

Iran’s government says it shut down internet to protect against cyberattacks

Earlier this week, virtually everyone in Iran lost access to the internet in what was called a “near-total national internet blackout.” At the time, it was unclear what happened or who was responsible for the shutdown, which has severely limited Iranians’ means to get information about the ongoing war with Israel, as well as their ability to communicate with loved ones inside and outside of the country. Now, Iran’s government has confirmed that it ordered the shutdown to protect against Israel

After trying to buy Ilya Sutskever’s $32B AI startup, Meta looks to hire its CEO

In Brief Mark Zuckerberg’s AI talent hiring spree continues. In recent months, Meta tried to acquire Safe Superintelligence, the $32 billion AI startup co-founded by OpenAI’s former chief scientist, Ilya Sutskever, according to a report from CNBC on Thursday. Sutskever ultimately turned Meta down, according to CNBC, but the company is now in talks to hire Safe Superintelligence’s co-founder and CEO, Daniel Gross. Earlier this week, The Information reported that Meta was in talks to hire Gross,