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Say Goodbye to Spam Calls With Call Screening in iOS 26

Apple released the first public beta of iOS 26 on July 24. The beta brought a handful of new features, like a new Liquid Glass design and the ability to change your alarm's snooze length, to the iPhones of developers and beta testers. It also gave developers and beta testers the ability to screen incoming unknown calls, that way spam callers don't bother you as much. Call screening isn't an Apple Intelligence feature, so any iOS 26 compatible iPhone, like the iPhone 14 Pro, will get this featur

Introduction to Unikernel: Building, deploying lightweight, secure applications

Have you ever wondered what it would be like to have everything in the world just for yourself — where every resource and every service is just for you? Imagine you have rented a private villa on a small, quiet island. Everything in the villa — the rooms, the pool, and the beach — is just for you. No other guests can use anything there, and the staff are there just for you. Isn’t that exciting? I’m sure it is! This concept also applies to applications, which are given their own space to work in

Anthropic wants to stop AI models from turning evil - here's how

Lyudmila Lucienne/Getty ZDNET's key takeaways New research from Anthropic identifies model characteristics, called persona vectors. This helps catch bad behavior without impacting performance. Still, developers don't know enough about why models hallucinate and behave in evil ways. Why do models hallucinate, make violent suggestions, or overly agree with users? Generally, researchers don't really know. But Anthropic just found new insights that could help stop this behavior before it happen

Show HN: Mathpad – Physical keypad for typing math symbols

Back this project to help bring it into existence. Funding ends on Sep 11, 2025 at 04:59 PM PDT. Mathpad is a specialized keypad that makes typing mathematical equations as simple as typing regular text. With over 100 mathematical symbols at your fingertips, this compact and powerful device eliminates the frustration and inefficiency of typing math on a computer. What if Mathematical Symbols Were as Easy to Type as Regular Letters? After 3 years of development, Mathpad finally makes this drea

Show HN: Mathpad – Physical keypad for typing 100+ math symbols anywhere

Back this project to help bring it into existence. Funding ends on Sep 11, 2025 at 04:59 PM PDT. Mathpad is a specialized keypad that makes typing mathematical equations as simple as typing regular text. With over 100 mathematical symbols at your fingertips, this compact and powerful device eliminates the frustration and inefficiency of typing math on a computer. What if Mathematical Symbols Were as Easy to Type as Regular Letters? After 3 years of development, Mathpad finally makes this drea

Show HN: I spent 6 years building a ridiculous wooden pixel display

August 2, 2025 TL,DR: I built the world's most impractical 1000-pixel display and anyone in the world can draw on it If you just want to play with it, goto kilopx.com. The backstory Six years ago I had an idea to build a large, inefficient display with a web interface that anyone could interact with. I've enjoyed Danny Rozin's unconvenional mirrors over the years and was inspired by an eInk movie player that played at 24 frames per hour that got me thinking about a laborious display that cou

AI promised efficiency. Instead, it's making us work harder

A note: This is a different kind of post than I usually send from After Burnout. Instead of something raw, short, and personal, this is more of a deep-dive article. But given how much this topic connects to burnout and our relationship with productivity tools, it felt important to share. We were promised a productivity revolution. AI tools would handle the boring stuff, freeing us to focus on creative, strategic work. We’d finally have time to think, to innovate, to maybe even leave the office

These protocols will help AI agents navigate our messy lives

What should these protocols say about security? Researchers and developers still don’t really understand how AI models work, and new vulnerabilities are being discovered all the time. For chatbot-style AI applications, malicious attacks can cause models to do all sorts of bad things, including regurgitating training data and spouting slurs. But for AI agents, which interact with the world on someone’s behalf, the possibilities are far riskier. For example, one AI agent, made to read and send e

Every Visual Workflow Tool Is Just Excel for Developers Who Gave Up

Zoom image will be displayed A man looking at the window and thinking Every Visual Workflow Tool is Just Excel for Developers Who Gave Up Mohamed Ali Ben Othmen 5 min read · 3 hours ago 3 hours ago -- Listen Share There’s a saying that goes “when all you have is a hammer, everything looks like a nail.” But what happens when you trade your hammer for a Fisher-Price toy hammer and convince yourself it’s an upgrade? That’s exactly what’s happening with visual workflow tools, and I’m tired of pret

Watch the Samsung Galaxy Flip 7 and Fold 7 put through extreme bend and scratch tests

Why it matters: Samsung's Z Flip series has long been more popular than the Z Fold, mostly due to being half the price. But is the latest version of the flippable more durable than the foldable? YouTube channel JerryRigEverything put the two handsets through torture tests to find out. The Galaxy Z Fold 7 did well in Zack Nelson's famed durability challenge recently (bottom of the page), surviving two bend tests despite having a 4.3mm-thin (unfolded) chassis. Nelson has just carried out the sam

Watch the Samsung Galaxy Z Flip 7 and Fold 7 put through extreme bend, burn, and scratch tests

Why it matters: Samsung's Z Flip series has long been more popular than the Z Fold, mostly due to being half the price. But is the latest version of the flippable more durable than the foldable? YouTube channel JerryRigEverything put the two handsets through torture tests to find out. The Galaxy Z Fold 7 did well in Zack Nelson's famed durability challenge recently (bottom of the page), surviving two bend tests despite having a 4.3mm-thin (unfolded) chassis. Nelson has just carried out the sam

The best deals on MacBooks, AirPods, iPads and other Apple gear you can get right now

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 . It’s obvious that Apple products are some of the most sought-after in the tech world — that means sales are fewer and farther between than other gadgets, and they’re often the first things to sell out when discounts do arrive. But it would be a mistake to assume you’re doomed to always

New quantum state of matter found at interface of exotic materials

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: Crystal structure and temperature dependence of resistivity of EIO/DTO. Credit: Science Advances (2025). DOI: 10.1126/sciadv.adr6202 Scientists have discovered a new way that matter can exist—one that is different from the usual states of solid, liquid, gas or plasma—at the interface of two exotic materials made int

Tokens are getting more expensive

note: i’m kinda tired of the “levered beta” metaphor, i have one more topic i want to cover on this topic related to cognition, and then i’ll go back to my normal writing imagine you start a company knowing that consumers won't pay more than $20/month. fine, you think, classic vc playbook - charge at cost, sacrifice margins for growth. you've done the math on cac, ltv, all that. but here's where it gets interesting: you've seen the a16z chart showing llm costs dropping 10x every year. so you t

Topics: 10x 20 models month time

If you're remote, ramble

A tip for remote teams of 2-10 people. Create a personal “ramblings” channel for each teammate in your team’s chat app of choice. Ramblings channels let everyone share what’s on their mind without cluttering group channels. Think of them as personal journals or microblogs inside your team’s chat app, a lightweight way to add ambient social cohesion. People typically post short updates 1-3 times per week. Common topics include: ideas related to current projects musings about blog posts, artic

These Are the Photoshop AI Tools Worth Using: How I Use AI to Edit My Photos

You don't need to be a Photoshop expert to give its new generative AI a test drive. Adobe has added a number of AI features to its premiere photo editor over the past few years, and if you use Photoshop regularly, you've probably seen these pop up on your task bars. I spend a lot of time reviewing AI image generators and other AI creative software, so I had to put the original photo editor's AI to the test. AI might not be right for every project, especially for professional creators who regula

The uproar over Vogue’s AI-generated ad isn’t just about fashion

Sarah Murray recalls the first time she saw an artificial model in fashion: It was 2023, and a beautiful young woman of color donned a Levi’s denim overall dress. Murray, a commercial model herself, said it made her feel sad and exhausted. The iconic denim company had teamed up with the AI studio Lalaland.ai to create “diverse” digital fashion models for more inclusive ads. For an industry that has failed for years to employ diverse human models, the backlash was swift, with New York Magazine c

Inside OpenAI’s quest to make AI do anything for you

Shortly after Hunter Lightman joined OpenAI as a researcher in 2022, he watched his colleagues launch ChatGPT, one of the fastest-growing products ever. Meanwhile, Lightman quietly worked on a team teaching OpenAI’s models to solve high school math competitions. Today that team, known as MathGen, is considered instrumental to OpenAI’s industry-leading effort to create AI reasoning models: the core technology behind AI agents that can do tasks on a computer like a human would. “We were trying t

A Bytecode VM for Arithmetic: The Parser

In this series of posts, we write a bytecode compiler and a virtual machine for arithmetic in Haskell. We explore the following topics: In this series of posts, we write a bytecode compiler and a virtual machine for arithmetic in Haskell. We explore the following topics: Parsing arithmetic expressions to Abstract Syntax Trees (ASTs). Compiling AST s to bytecode. s to bytecode. Interpreting AST s. s. Efficiently executing bytecode in a virtual machine (VM). Disassembling bytecode and decomp

Topics: bsc expr fails input let

Helsinki records zero traffic deaths for full year

“A lot of factors contributed to this, but speed limits are one of the most important,” said Roni Utriainen , traffic engineer with the city’s Urban Environment Division. Authorities described the milestone as exceptional and credited long-term planning, targeted infrastructure changes, and lower speed limits. Helsinki has completed an entire year without a single traffic-related fatality, according to city and police officials. The last recorded death occurred in early July 2024 in the Kontul

If You're Remote, Ramble

A tip for remote teams of 2-10 people. Create a personal “ramblings” channel for each teammate in your team’s chat app of choice. Ramblings channels let everyone share what’s on their mind without cluttering group channels. Think of them as personal journals or microblogs inside your team’s chat app, a lightweight way to add ambient social cohesion. People typically post short updates 1-3 times per week. Common topics include: ideas related to current projects musings about blog posts, artic

Surprise! Random Cans of Celsius Energy Drink Actually Contain Vodka After Factory Accident, Company Admits

This is quite the mixup. Bottlenecked The next time you need an energy boost, you might end up getting tipsy instead. In a recall notice that's both bizarre and unintentionally comical, the Food and Drug Administration is warning that some 12-packs of High Noon vodka seltzer may contain mislabeled cans of Celsius — a non-alcoholic energy drink that's popular everywhere these days, but perhaps particularly on Capitol Hill — which are, in a convoluted twist, actually full of High Noon, complete

Anthropic beats OpenAI as the top LLM provider for business - and it's not even close

oxygen/Getty ZDNET's key takeaways Programming is AI's killer app. The top business AI, especially for programming, is Anthropic. Open-source AI is lagging behind its proprietary competitors. If you were to ask J. Random User on the street what the most popular business AI Large Language Model (LLM) is, I bet you they'd say OpenAI's ChatGPT. As of mid-2025, however, Anthropic is the leading enterprise LLM provider, with 32% of enterprise usage, according to Menlo Ventures, an early-stage ve

Unikernel Guide: Build and Deploy Lightweight, Secure Apps

Have you ever wondered what it would be like to have everything in the world just for yourself — where every resource and every service is just for you? Imagine you have rented a private villa on a small, quiet island. Everything in the villa — the rooms, the pool, and the beach — is just for you. No other guests can use anything there, and the staff are there just for you. Isn’t that exciting? I’m sure it is! This concept also applies to applications, which are given their own space to work in

Robert Wilson has died

Robert Wilson, a visionary artist best known for his highly visual and stylised approach to theatrical performances, has died, aged 83. According to a statement released by the Watermill Center, the arts organisation he founded in Water Mill, New York, Wilson died at his home there on Thursday (31 July) following “a brief but acute illness”. “While facing his diagnosis with clear eyes and determination, he still felt compelled to keep working and creating right up until the very end,” the state

Google's Powerful New AI Model Can Solve Your Most Complex Problems. If You Can Afford It

A supercharged version of Google's Gemini 2.5 large language model recently reached gold medal status at the International Mathematical Olympiad. Now you can ask a version of it (only a bronze medalist) to answer your toughest math questions. Like, how am I going to pay $250 a month for this AI subscription? Naturally, this new version of Google's Gemini 2.5 Deep Think is designed for complicated questions that require much more work than you'd expect from a free or cheap AI chatbot. Google sai

Software developers use AI more than ever, but trust it less

The big picture: Software developers are increasingly weaving AI tools into their work, but such rapid adoption hasn't come without confusion or conflict. They and their managers are still trying to work out when these tools help, when they hurt, and how to integrate them without creating more problems than they solve. In its annual poll of 49,000 professional developers, Stack Overflow found that 80 percent use AI tools in their work in 2025, a share that has surged in recent years. Despite th

Chess grandmaster Carlsen wins at Esports World Cup

Chess grandmaster Carlsen wins at Esports World Cup The inclusion of chess in this year's schedule was somewhat controversial, but the tournament's organisers argued it counted as an esport as it is played by millions of people of all ages. The Esports World Cup (EWC) being held in Riyadh, Saudi Arabia is one of the biggest multi-discipline tournaments in competitive professional gaming. Number one grandmaster, Magnus Carlsen, has won the inaugural online chess competition at the Esports Worl

Native Sparse Attention

ACL materials are Copyright © 1963–2025 ACL; other materials are copyrighted by their respective copyright holders. Materials prior to 2016 here are licensed under the Creative Commons Attribution-NonCommercial-ShareAlike 3.0 International License. Permission is granted to make copies for the purposes of teaching and research. Materials published in or after 2016 are licensed on a Creative Commons Attribution 4.0 International License. The ACL Anthology is managed and built by the ACL Anthology

Developers increasingly embrace AI tools even as their trust in them falls

The big picture: Software developers are increasingly weaving AI tools into their work, but such rapid adoption hasn't come without confusion or conflict. They and their managers are still trying to work out when these tools help, when they hurt, and how to integrate them without creating more problems than they solve. In its annual poll of 49,000 professional developers, Stack Overflow found that 80 percent use AI tools in their work in 2025, a share that has surged in recent years. Despite th