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Automatic Differentiation Can Be Incorrect

ISCL Seminar Series The Numerical Analysis of Differentiable Simulation: How Automatic Differentiation of Physics Can Give Incorrect Derivatives Scientific machine learning (SciML) relies heavily on automatic differentiation (AD), the process of constructing gradients which include machine learning integrated into mechanistic models for the purpose of gradient-based optimization. While these differentiable programming approaches pitch an idea of “simply put the simulator into a loss function a

Luau – fast, small, safe, gradually typed scripting language derived from Lua

In addition to a completely custom front end that implements parsing, linting and type checking, Luau runtime features new bytecode, interpreter and compiler that are heavily tuned for performance. Luau interpreter can be competitive with LuaJIT interpreter depending on the program. An optional component for manual Just-In-Time compilation is also available for x64 and arm64 platforms, which can considerably speed up certain programs. We continue to optimize the runtime and rewrite portions of i

Geizhals Preisvergleich Donates USD 10k to the Perl and Raku Foundation

Geizhals Preisvergleich Donates USD 10,000 to The Perl and Raku Foundation Today The Perl and Raku Foundation is thrilled to announce a donation of USD 10,000 from Geizhals Preisvergleich. This gift helps to secure the future of The Perl 5 Core Maintenance Fund. Perl has been an integral part of our product price comparison platform from the start of the company 25 years ago. Supporting the Perl 5 Core Maintenance Fund means supporting both present and future of a substantial pillar of Modern

How weak passwords and other failings led to catastrophic breach of Ascension

Last week, a prominent US senator called on the Federal Trade Commission to investigate Microsoft for cybersecurity negligence over the role it played last year in health giant Ascension's ransomware breach, which caused life-threatening disruptions at 140 hospitals and put the medical records of 5.6 million patients into the hands of the attackers. Lost in the focus on Microsoft was something as, or more, urgent: never-before-revealed details that now invite scrutiny of Ascension’s own security

Nvidia buys $5 billion stake in Intel, planning AI chip collaboration

Nvidia has agreed to buy a $5 billion stake in Intel as part of a broader deal to together develop “multiple generations” of data center and PC products. Nvidia will acquire the Intel stock for $23.28 per share, a slight discount on the companies previous trading price. According to Reuters, the deal would make Nvidia one of Intel’s largest shareholders, owning about 4% of the company. Intel shares were up as much as 30% in early trading on Thursday morning. The companies will integrate their

Google and PayPal team up on agentic commerce

In Brief PayPal announced on Wednesday a new multi-year partnership with Google that will see the payments giant using Google’s AI technology to create new AI-powered shopping experiences. PayPal’s solutions, meanwhile, will be integrated across Google’s products, and PayPal will work with Google Cloud on hosting and improving its technology infrastructure. The companies did not detail what specific types of agentic shopping experiences they would work together to create, but said Google would

Apple TV+ unveils cryptic new crime thriller from creator of The Blacklist

Apple TV+ has a huge fall lineup ahead, including the return of one of its best shows next week. Over the coming weeks, Apple TV+ has several brand new crime thriller series debuting, and one of them—The Last Frontier—just got its first trailer. The Last Frontier puts dozens of violent inmates on the loose, with Jason Clarke as lone U.S. marshal If you’re a fan of crime thrillers, Apple TV+ has a lot of new offerings coming soon, including Jessica Chastain’s The Savant next week, and Down Ceme

Best early Amazon Prime Day laptop deals 2025: My 30 favorites sales ahead of October

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

CERN Animal Shelter for Computer Mice

"Stop — Think — Click"... ...is the basic recommendation for securely browsing the Internet and for securely reading emails. Users who have followed this recommendation in the past were less likely to have their computer infected or their computing account compromised. However, still too many users click on malicious web-links, and put their computer and account at risk.

The quality of AI-assisted software depends on unit of work management

The craft of AI-assisted software creation is substantially about correctly managing units of work. When I was new to this emerging craft of AI-assisted coding, I was getting lousy results, despite the models being rather intelligent. Turns out the major bottleneck is not intelligence, but rather providing the correct context. Andrej Karpathy, while referencing my earlier article on this topic, described the work of AI-assisted engineering as “putting AI on a tight leash”. What does a tight le

Seven indie games that will upgrade your downtime this fall

We all know there’s a lot of tech to potentially upgrade in your life, but for those who want to upgrade their downtime with inexpensive, relatively short video games, I have good news. 2025 has already featured a wealth of excellent titles to spend your time with, including ones from smaller and independent developers that you can complete in a few sessions. If you’re looking for a good new game to play (and aren’t already deep into Hollow Knight: Silksong), here are some great options from thi

Google will use hashes to find and remove nonconsensual intimate imagery from Search

On Wednesday, Google announced a partnership with StopNCII.org to combat the spread of non-consensual intimate imagery (NCII), the company announced today . Over the next few months, Google will start using StopNCII’s hashes to proactively identify nonconsensual images in search results and remove them. Hashes are algorithmically-generated unique identifiers that allow services to identify and block imagery flagged as abuse without sharing or storing the actual source. StopNII says it uses PDQ f

NVIDIA throws Intel a $5 billion lifeline to build PC and data center CPUs

NVIDIA has today announced it will invest $5 billion in Intel as part of a new collaboration between the two companies. In a statement, NVIDIA said it would work with its ailing rival to “jointly develop multiple generations of custom data center and PC products.” The partnership will focus on "seamlessly integrating" NVIDIA's class-leading GPUs and AI chips with Intel's ailing x86 CPUs. Some of that work will be based on harnessing NVLink, NVIDIA's existing system to marry-up x86 CPUs with its

You Had No Taste Before AI

There’s been an influx of people telling others to develop taste to use AI. Designers. Marketers. Developers. All of them touting the same message. It’s ironic, though. These are the same people who never questioned why their designs all look identical, never iterated beyond the first draft, and never asked if their work actually solved the problem at hand. They’re not alone. The loudest voices preaching about taste and AI are often the ones who never demonstrated taste before AI. What is Tast

Fortnite creators will soon be able to sell in-game items

Epic is continuing its attempts to turn Fortnite into a platform that’s bigger than just battle royale — this time by giving creators the ability to make and sell in-game items. Starting in December, Fortnite creators will be able to sell items directly from the islands they’ve built, using new tools that will be launching later on. The benefit, of course, is that creators on the platform will have a new revenue stream (currently, they earn revenue primarily based on engagement numbers). And Ep

I recommend OnePlus' latest earbuds over pricey AirPods - get them while they're on sale

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

Best Amazon Prime Day tablet deals 2025: My 12 favorite sales ahead of October

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

How to clear your Android phone cache (and why you shouldn't wait to do it)

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

Nvidia buys $5B in Intel stock in seismic deal

In a surprising announcement that finds two long-time rivals working together, Nvidia and Intel announced today that the companies would jointly develop multiple new generations of x86 products together. The products include x86 Intel CPUs tightly fused with an Nvidia RTX graphics chiplet for the consumer gaming PC market, named the ‘Intel x86 RTX SOCs.’ Nvidia will also have Intel build custom x86 data center CPUs for its AI products for hyperscale and enterprise customers. Additionally, Nvidia

A Collision With Another Planet Could Have Allowed for Life on Earth

the Earth you walk on today might not be the same planet that was born 4.5 billion years ago. Many scientists believe that in its infancy, Earth collided with another world the size of Mars, and that instead of being destroyed, it was transformed, incorporating the mass of that foreign body to become the planet we know. Recent research adds another layer of relevance to that hypothesized cosmic event: Scientists believe that without that other body, the basic conditions for life to emerge on Ear

Reddit wants a better AI deal with Google: users in exchange for content

Robert Hart is a London-based reporter at The Verge covering all things AI and Senior Tarbell Fellow. Previously, he wrote about health, science and tech for Forbes. Reddit wants more users and more money from Google in exchange for an even bigger mountain of data feeding its AI machine, according to Bloomberg. The negotiation shows a new front in the struggle between Big AI and content providers as they try to harvest new revenue streams without bleeding out the very traffic and engagement tha

Nvidia invests $5 billion into Intel to jointly develop PC and data center chips

is a senior editor and author of Notepad , who has been covering all things Microsoft, PC, and tech for over 20 years. Posts from this author will be added to your daily email digest and your homepage feed. Nvidia is throwing Intel a $5 billion life raft, just weeks after similar stakes from the US government and SoftBank. Nvidia is investing $5 billion in Intel common stock in a collaboration that will see the pair “jointly develop multiple generations of custom data center and PC products.”

Ambrosia Sky is an essay on death masquerading as a sci-fi cleaning sim

Dalia is a death cleaner. Death cleaning, as we know it, is the process of sanitizing and tidying the spaces where people take their final breaths, sometimes long after their bodies have begun to decompose. It’s a job here on Earth in the year 2025, but Dalia’s version of death cleaning takes place on the rings of Saturn in a distant future filled with space travel, interplanetary colonization and devastating disease outbreaks. In this scenario, death cleaning involves spraying chemicals over b

Students are using AI tools instead of building foundational skills - but resistance is growing

imaginima/iStock/Getty Images Plus Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways There is growing concern about student dependence on AI. Today's computer science grads might understand less about IT systems. Some technology professors are pushing back against AI in classrooms. Whether you are studying information technology, teaching it, or creating the software that powers learning, it's clear that artificial intelligence is challenging and changing educatio

A QBasic Text Adventure Still Expanding in 2025

Welcome to the world of text adventures! Here, we dive into the art of creating interactive stories that immerse players in thrilling, choice-driven narratives. Whether you're a fellow developer, a fan of retro games, or just curious about text-based adventures, this channel has something for you. Join me as I share insights, tips, and updates on my latest text games. Get ready to shape worlds, solve mysteries, and experience stories where your choices lead the way. Let's bring adventures to lif

European ant is the first known animal to clone members of another species

The same Iberian harvester ant (Messor ibericus) queen produced the hairy male Messor ibericus (on the left) and the hairless male Messor structor (on the right), despite them being members of distantly related species. Queen ants in southern Europe produce male clones of an entirely different species — tearing up the playbook of reproductive biology and suggesting we need to rethink our understanding of species barriers. The workers in Iberian harvester ant (Messor ibericus) colonies are all

One Token to rule them all – Obtaining Global Admin in every Entra ID tenant

While preparing for my Black Hat and DEF CON talks in July of this year, I found the most impactful Entra ID vulnerability that I will probably ever find. This vulnerability could have allowed me to compromise every Entra ID tenant in the world (except probably those in national cloud deployments). If you are an Entra ID admin reading this, yes that means complete access to your tenant. The vulnerability consisted of two components: undocumented impersonation tokens, called “Actor tokens”, that

‘The Muppet Show’ Is Getting a 50th Anniversary Disney+ Special

After a pair of pilots made in 1974 and 1975, The Muppet Show officially hit the airwaves in 1976—which means 2026 marks an important milestone for Kermit the Frog and his pals. To celebrate the big 50th anniversary, Disney+ will air a one-off special in the much-loved variety show format, with pop star Sabrina Carpenter as a featured guest. In addition, the Hollywood Reporter writes that there’s the potential for the special to turn into a “backdoor pilot” for a future Muppet Show revival. Th