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Gemini just aced the world's most elite coding competition - what it means for AGI

panithan pholpanichrassamee/Moment via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways A Gemini model won gold at a challenging coding competition. The model correctly answered 10 out of 12 problems. The win could have major implications for AGI, says Google. In recent years, large language models (LLMs) have become an integral part of many software developers' toolkits, helping them build, refine, and deploy apps more quickly and effectively. Now,

Google Pixel battery woes continue, but when will enough be enough?

Rita El Khoury / Android Authority 🗣️ This is an open thread. We want to hear from you! Share your thoughts in the comments and vote in the poll below — your take might be featured in a future roundup. According to community reports, another Google Pixel model is now facing battery issues. According to Google support forum posts, several Pixel 7 and Pixel 7 Pro users suffer from swollen batteries, some of which are causing the screen to separate from the device’s chassis. Notably, some of our

Boring work needs tension

We can make our work exciting by chasing the every day tension. We are all moved by great movies, cinematography, and stories. Watching them is fun because you can imagine yourself resonating with a character. You are thrilled by the tension the story creates and curious how it will be resolved. Many find software development a dull job where you have to write exactly what your PM or client asks for. It’s exciting at first, but it can become boring after a few iterations. Whatever doesn’t exc

Boring Work Needs Tension

We can make our work exciting by chasing the every day tension. We are all moved by great movies, cinematography, and stories. Watching them is fun because you can imagine yourself resonating with a character. You are thrilled by the tension the story creates and curious how it will be resolved. Many find software development a dull job where you have to write exactly what your PM or client asks for. It’s exciting at first, but it can become boring after a few iterations. Whatever doesn’t exc

The rise of async AI programming

19 August 2025 Ankur Goyal I spend a decent amount of time reviewing code I didn't write. An AI agent takes a detailed problem description, writes code (primarily Typescript, Rust, and Python), adds tests, and commits the changes to a branch. I tap back in when everything's ready for review. This used to feel like a futuristic scenario, but it's how I work now, and it's how many developers are starting to work. The shift is subtle but powerful: instead of writing code line by line, we're learn

The Rise of Async Programming

19 August 2025 Ankur Goyal I spend a decent amount of time reviewing code I didn't write. An AI agent takes a detailed problem description, writes code (primarily Typescript, Rust, and Python), adds tests, and commits the changes to a branch. I tap back in when everything's ready for review. This used to feel like a futuristic scenario, but it's how I work now, and it's how many developers are starting to work. The shift is subtle but powerful: instead of writing code line by line, we're learn

Way to Address Product Design Failure

We live in an age of shitty product design and no customer support. Stuff breaks because it's poorly made, and then you have no recourse but to throw it into the trash, because it's unrepairable. If you try to get someone on the line, it's endless sub-menus before you finally get a live person overseas, who struggles with the language and has not been empowered by their bosses to actually solve your problem. Here, however, we have a product design failure that was handled masterfully. I think

The Expression Problem and its solutions

The craft of programming is almost universally concerned with different types of data and operations/algorithms that act on this data . Therefore, it's hardly surprising that designing abstractions for data types and operations has been on the mind of software engineers and programming-language designers since... forever. Yet I've only recently encountered a name for a software design problem which I ran into multiple times in my career. It's a problem so fundamental that I was quite surprised

The Expression Problem and its solution

The craft of programming is almost universally concerned with different types of data and operations/algorithms that act on this data . Therefore, it's hardly surprising that designing abstractions for data types and operations has been on the mind of software engineers and programming-language designers since... forever. Yet I've only recently encountered a name for a software design problem which I ran into multiple times in my career. It's a problem so fundamental that I was quite surprised

The New Math of Quantum Cryptography

The original version of this story appeared in Quanta Magazine. Hard problems are usually not a welcome sight. But cryptographers love them. That’s because certain hard math problems underpin the security of modern encryption. Any clever trick for solving them will doom most forms of cryptography. Several years ago, researchers found a radically new approach to encryption that lacks this potential weak spot. The approach exploits the peculiar features of quantum physics. But unlike earlier qua

Hollow Knight: Silksong is breaking Steam, Nintendo’s eShop

An influx of players excited for this morning's launch of Hollow Knight: Silksong are encountering widespread errors purchasing and downloading the game from Steam this morning. Ars Technica writers have encountered errors getting store pages to load, adding the game to an online shopping cart, and checking out once the game is part of the cart. That aligns with widespread social media complaints and data from DownDetector, which saw a sudden spike of over 11,000 reports of problems with Steam

Eye Health and Older Age: How These 6 Conditions May Become More Common

Your eyes are aging, and you probably aren't helping them, either. Whether it's staring at a screen for hours on end or spending the summer under the sun, your daily activities can really take a toll on your vision and the overall health of your eyes. As your eyes age, changes in your vision are to be expected. As the years tick by, it's common for it to get hard to see things up close, distinguish between some colors and more. Some of the problems you might encounter with your aging eyes can

A 20-Year-Old Algorithm Can Help Us Understand Transformer Embeddings

Suppose we ask an LLM: “Can you tell me about Java?” What “Java” is the model thinking about? The programming language or the Indonesian island? To answer this question, we can try to understand what is going on inside the model. Specifically, we want to represent the model’s internal states in a human-interpretable way by finding the concepts that the model is thinking about. One approach to this problem is to phrase it as a dictionary learning problem, in which we try to decompose complex emb

Show HN: Magic links – Get video and dev logs without installing anything

Hey HN, For a while now, our team has been trying to solve a common problem: getting all the context needed to debug a bug report without the endless back-and-forth. It’s hard to fix what you can't see, and console logs, network requests, and other dev data are usually missing from bug reports. We’ve been working on a new tool called Recording Links. The idea is simple: you send a link to a user or teammate, and when they record their screen to show an issue, the link automatically captures a

The sisters “paradox” – counter-intuitive probability

It seems simple, but it isn't There are a couple of famous counter-intuitive problems in probability theory and the sisters "paradox" is one of them. I'll tell you the problem, let you guess the solution, and then give you some of the background. Here's the problem: a family has two children. You're told that at least one of them is a girl. What's the probability both are girls? (International Film Service / American Releasing Co., Public domain, via Wikimedia Commons) Assume that the pr

The sisters "paradox" – counter-intuitive probability

It seems simple, but it isn't There are a couple of famous counter-intuitive problems in probability theory and the sisters "paradox" is one of them. I'll tell you the problem, let you guess the solution, and then give you some of the background. Here's the problem: a family has two children. You're told that at least one of them is a girl. What's the probability both are girls? (International Film Service / American Releasing Co., Public domain, via Wikimedia Commons) Assume that the pr

Like Intel before it, AMD blames motherboard makers for burnt-out CPUs

AMD's X3D-series Ryzen chips have become popular with PC gamers because games in particular happen to benefit disproportionately from the chips' extra 64MB of L3 cache memory. But that extra memory occasionally comes with extra headaches. Not long after they were released earlier this year, some early adopters started having problems with their CPUs, ranging from failure to boot to actual physical scorching and burnout—the problems were particularly common for users of the 9800X3D processor in A

Mob Programming (2018)

By Woody Zuill {NOTE: This is a draft of a work in progress. It is likely to change over time as I flesh out the examples given here. It is likely there are spelling, grammar, and other errors throughout. Please read past the mistakes. I’ll try to get things cleaned up over time.] Fading Problems I’d like to introduce a concept I am calling “Fading Problems”. After doing Mob Programming for a while we started noticing that many of the problems we previously faced were no longer affecting us.

Like Intel before it, AMD blames motherboard makers for burnt-out CPUs

AMD's X3D-series Ryzen chips have become popular with PC gamers because games in particular happen to benefit disproportionately from the chips' extra 64MB of L3 cache memory. But that extra memory occasionally comes with extra headaches. Not long after they were released earlier this year, some early adopters started having problems with their CPUs, ranging from failure to boot to actual physical scorching and burnout—the problems were particularly common for users of the 9800X3D processor in A

A short introduction to optimal transport and Wasserstein distance (2020)

A Short Introduction to Optimal Transport and Wasserstein Distance These notes provide a brief introduction to optimal transport theory, prioritizing intuition over mathematical rigor. A more rigorous presentation would require some additional background in measure theory. Other good introductory resources for optimal transport theory include: Why Optimal Transport Theory? A fundamental problem in statistics and machine learning is to come up with useful measures of “distance” between pairs o

Association for the Preservation of Spiritualist and Occult Periodicals

The IAPSOP is a US-based private organization focused on the digital preservation of Spiritualist and occult periodicals published between the Congress of Vienna and the start of the Second World War. Our all-volunteer staff digitizes, indexes and makes available free-of-charge these periodicals, in our archive, for use by students and researchers. We have a standing want list and will respond promptly to inquiries and offers from sellers. We accept contributions of material and labor to furt

Int. Association for the Preservation of Spiritualist and Occult Periodicals

The IAPSOP is a US-based private organization focused on the digital preservation of Spiritualist and occult periodicals published between the Congress of Vienna and the start of the Second World War. Our all-volunteer staff digitizes, indexes and makes available free-of-charge these periodicals, in our archive, for use by students and researchers. We have a standing want list and will respond promptly to inquiries and offers from sellers. We accept contributions of material and labor to furt

How randomness improves algorithms (2023)

Since the very first days of computer science — a field known for its methodical approach to problem-solving — randomness has played an important role. The first program to run on the world’s first general-purpose electronic computer used randomness to simulate nuclear processes. Similar approaches have since been used in astrophysics, climate science and economics. In all these cases, plugging in random numbers at certain steps in the algorithm helps researchers account for uncertainty about th

Zenobia Pay – A mission to build an alternative to high-fee card networks

Why we're open sourcing our payments platform Since Februray, Teddy and I have worked tirelessly on Zenobia Pay. Our mission: build an alternative to high-fee card networks (Visa, Mastercard) using bank transfers as payments. We were super excited by FedNow, the Federal Reserve's instant transfer rail, which inspired us to quit our jobs and do this full time. We thought, let's build QR code payments, like Pix or UPI or AliPay, but for the US. And we did! We built an instant clearing, mobile fir

Is your Android Auto screen suddenly a washed-out nightmare? You’re not alone

TL;DR Android Auto users claim that a recent update has created a contrast problem. The reports claim that displays now appear washed out. The problem is bad enough that some users thought the change was a design choice. It’s difficult not to notice when a display suddenly changes from showing rich colors to being washed out. If you’re someone who cares about how your screen looks, it can be incredibly unpleasant to have to look at a panel where blacks now look grey. This is a problem that ap

StarDict sends X11 clipboard to remote servers

StarDict sends X11 clipboard to remote servers [LWN subscriber-only content] StarDict is a GPLv3-licensed cross-platform dictionary application. It includes dictionaries for a number of languages, and has a rich plugin ecosystem. It also has a glaring security problem: while running on X11, using Debian's default configuration, it will send a user's text selections over unencrypted HTTP to two remote servers. On August 4, Vincent Lefevre reported the problem to the oss-security mailing list an

At 17, Hannah Cairo solved a major math mystery

Cairo followed this advice. In the fall of 2023, her family moved to Davis, 60 miles northeast of Berkeley. There, her older brother enrolled as a freshman at UC Davis, and her parents allowed her to commute to Berkeley on Tuesdays and Thursdays. By the spring, she was going five days a week and taking several more classes. She recalls it as a time in her life when she began to feel full of possibility. “I had started making friends, and I was feeling good,” she said. After the spring semester

Slow

Slow What problems can human beings only solve over a very long period of time? And how can we build institutions that solve those problems? Below is a list of marvellous projects which human beings have undertaken over an exceptionally long time. Many examples contributed by people on Twitter. The focus is on goal-directed projects (e.g., a scientific experiment or a building), less on more decentralized or unplanned changes (e.g., languages, domestication of livestock, cities, religions). O

Microsoft bans LibreOffice developer's account without warning, rejects appeal

When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works Recently, we reported on LibreOffice, accusing Microsoft of intentionally using complex file formats as a tactic to lock in users to Microsoft Office, hindering open source alternatives like LibreOffice. Now, Microsoft has banned LibreOffice developer, Mike Kaganski, from using its services, citing an "activity that violates [its] Services Agreement". According to Mike, this happened last Mon

‘3 Body Problem’ Season 2 Just Took a Step Forward

Netflix’s dazzling and complex Liu Cixin adaptation 3 Body Problem was one of io9’s top TV shows of 2024. After its first season, we still had lots of questions about what would happen next—there’s the small matter of that impending alien invasion, for one thing—so it was good news when creators David Benioff, D.B. Weiss, and Alexander Woo confirmed two more seasons were on the way. But that was over a year ago. Since then, we’ve heard nary a peep about what’s going on with 3 Body Problem—until