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LLMs generate ‘fluent nonsense’ when reasoning outside their training zone

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now A new study from Arizona State University researchers suggests that the celebrated “Chain-of-Thought” (CoT) reasoning in Large Language Models (LLMs) may be more of a “brittle mirage” than genuine intelligence. The research builds on a growing body of work questioning the depth of LLM reasoning, but it takes a unique “data distribution” len

Alation says new query feature offers 30% accuracy boost, helping enterprises turn data catalogs into problem solvers

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now The enterprise data catalog market has undergone dramatic shifts in the modern gen AI era. Traditional data catalogs served as static repositories where users searched for datasets and documentation. The market expanded to include data governance capabilities with many vendors branding the technology as data intelligence platforms. Early

The joy of recursion, immutable data, & pure functions: Making mazes with JS

This post is based on a talk I presented at Web Directions Summit, 2024. Let’s start by addressing the elephant in the room. Why the heck am I talking about making mazes? Normally, I try to be practical when I’m writing or speaking. I want to give people tools they can use to make their coding lives better. So, I try to discuss things like creating DOM elements and processing JSON data. Because those things are practical. I would rather not waste people’s time on things they’re not going to us

Today's NYT Connections Hints, Answers and Help for Aug. 20, #801

Looking for the most recent Connections answers? Click here for today's Connections hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections: Sports Edition and Strands puzzles. Today's NYT Connections puzzle is a real headache. The NYT puzzle writers are really pulling some obscure connections out of the air, and I did not do well today at all. Need some help? Read on for clues and today's Connections answers. The Times now has a Connections Bot

Google Gemini can now read your Docs aloud

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. Google Docs will now let you generate an audio version of your documents using AI. In a post announcing the rollout, Google says you can customize Gemini’s AI audio output with different voices and playback speeds. This feature isn’t just for a document’s creat

Branch prediction: Why CPUs can't wait?

Recently, I have had some free time and started learning some low-level computer fundamentals, trying to practice and better understand the concepts in greater detail. Along the way, I learned about a modern compiler infrastructure named LLVM, which is a target-independent optimizer and code generator that has been used as a part of many compilers for different programming languages like Rust, Zig, or Haskell. While diving into LLVM’s aggressive optimization features, I have a humbling realizati

Investigation into 'horrifying' death of French streamer

Investigation into 'horrifying' death of French streamer 23 minutes ago Share Save Tom McArthur BBC News Share Save Getty Images An investigation has been launched into the death of a French streamer known for extreme challenges. Raphaël Graven, also known as Jeanpormanove, was found dead at a residence in Contes, a village north of Nice, prosecutors said. The 46-year-old had been subject to bouts of violence and sleep deprivation during streams, and died in his sleep during a live broadcast,

Databricks says it's valued at over $100 billion in latest funding round

Databricks has just entered an exclusive club. The data analytics software vendor said Tuesday that it's raising a funding round that values the company at over $100 billion. That would make Databricks just the fourth private company to eclipse the $100 billion mark, following SpaceX, ByteDance and OpenAI, according to data from CB Insights. Databricks CEO Ali Ghodsi told CNBC's Brian Sullivan that the total round will exceed $1 billion. The company was last valued by private investors at $62

Scientists Find Evidence That You're a Hypocrite Who's Causing More Than Your Share of Climate Change

When it comes to personal contributions to climate change, most Americans seem to have no clue how damaging some of their individual actions can be. Folks who happily recycle and switch to more energy-efficient appliances, per a recent study published in the Proceedings of the National Academy of Sciences Nexus journal, likely have a far larger carbon footprint than they realize. When it comes to personal behavioral changes to mitigate climate change, not all interventions are created equal. A

Watch Britt Lower’s self-recorded audition tape for ‘Severance’

If you listen to the Severance Podcast with Ben Stiller & Adam Scott, you probably remember the episode where Britt Lower, who plays Helly R., said she recorded her audition tape on her bathroom floor. Now, The Hollywood Reporter has published the tape, and it is impressive how spot-on she was from the get-go. Here’s Lower’s own account of how her audition tape came to be: “And you know, this was prior to COVID, so you were still doing in-person auditions at that time. And initially, you guys

Apple Intelligence gets 20+ brand new features in iOS 26, here’s the full list

Apple Intelligence may not yet include the major Siri upgrades that were promised, but there are a ton of other new features coming in iOS 26. Here’s everything new New Apple Intelligence features coming in iOS 26 Apple Intelligence currently offers just over 20 features, but in iOS 26 there are another 20+ new features and improvements coming—all in a single software release. Here’s the full list of new AI features across four categories: Communication Communication is a big focus with App

Google to pay $30 million to settle class-action suit over children's privacy

Google has reached a settlement over a lawsuit that claimed it illegally collected data from child users without parental consent through its YouTube video platform and then sent them targeted ads. The tech giant will shell out $30 million to settle the proposed class-action suit. According to Reuters , the plaintiffs' lawyers said there could be 35 million to 45 million class members. Children aged 13 or younger who watched YouTube between July 1, 2013 and April 1, 2020 could be covered. The pr

Medical cannabis patient data exposed by unsecured database

As legal cannabis has expanded around the United States for both recreational and medical use, companies have amassed troves of data about customers and their transactions. People who have applied for medical marijuana cards have had to share particularly personal health data to qualify. For some patients in Ohio who use medical weed, a recent data exposure could impact their sensitive information. Security researcher Jeremiah Fowler found a publicly accessible database in mid-July that appeare

Forklifts require training

A lot gets covered in today's discourse about AI in software development. Most of it is noise, ranging from nihilism that we're all writing mediocre code anyway so why does it matter to endless wannabe AI influencers doing engagement bait on Twitter. Every new model release gets a bunch of threadicles 👇 amounting to the 2025 version of "Safari feels snappier". Some of it is useful, mostly crafty developers in the community sharing novel ways they're using it to solve hard problems or draw inspir

Show HN: OpenAI/reflect – Physical AI Assistant that illuminates your life

Caution This is a demo/hackathon project. This code is provided as-is without any warranty or guarantees. It has not been extensively reviewed for security, reliability, or fitness for any purpose. Use at your own risk. Reflect is a hardware AI Assistant that was built during a OpenAI hackathon. Currently it is built to target espressif devices, but we hope to expand its capabilites if users find it useful. The following were some of the ideas/inspirations during the project. video demonstrati

Notion releases offline mode

Get ready to go offline with Notion Get ready to go offline with Notion Ever tried to dive into work, only to realize you’re offline? Maybe you’re on a flight, off the grid, or stuck in a dead zone right when inspiration hits. With Notion’s offline mode, you can keep your workflow uninterrupted, your content protected, and your work accessible from anywhere, no signal required. Because even if the internet drops, your momentum doesn’t have to. In this guide, we’ll cover: How to prepare Noti

Two Years After Oceangate, Another Billionaire Hears the Siren Call of the Titanic

Two years ago, a guy named Stockton Rush was killed while piloting his “experimental” submarine towards the site of the Titanic. On board the “Titan” were four other unfortunate victims, including Pakistani businessman Shahzada Dawood (described as a billionaire) and his teenage son. Rush’s company, Oceangate, had made its money by courting wealthy clients and taking them on trips to the undersea site, but that all ended with an unfortunate implosion. Now, yet another billionaire has reportedly

Apple Wallet support for IDs expands to eleventh state

Support for IDs in Apple Wallet is expanding to another new state today: Montana. If you live in Montana and head to the Wallet app on your iPhone, you’ll now have the option to add your ID for easy mobile access. Apple Wallet support for IDs Apple says that ID cards in Wallet can currently be used at select TSA checkpoints within a number of airports around the United States. Digital IDs can also be used at “select businesses and venues,” but your mileage may vary from one business to another

Nissan's redesigned Leaf EV starts at $29,990

We learned earlier this summer that Nissan was working on a redesign of its Leaf EV, but today the company shared some additional information about the vehicle. One of the most notable details is the price, which will be $29,990 for the Leaf S+ trim. That's a lower amount for the third-generation car than the original 2011 Leaf cost, continuing what has become a trend of Nissan offering electric vehicles for modest prices . The Leaf SV+ will retail for $34,230 and the Leaf Platinum+ will cost $3

Okta open-sources catalog of Auth0 rules for threat detection

Okta has open-sourced ready-made Sigma-based queries for Auth0 customers to detect account takeovers, misconfigurations, and suspicious behavior in event logs. Auth0 is Okta's identity and access management (IAM) platform used by organizations for login, authentication, and user management services. By releasingg the detection rules, the company aims to help security teams quickly analyze Auth0 logs for suspicious activity that could indicate intrusion attempts, account takeovers, the creation

Should you buy a handheld PC? This Lenovo model running SteamOS made my decision easy

Lenovo Legion Go S (SteamOS) ZDNET's key takeaways The Legion Go S running SteamOS is on sale for $600. This version trims the fat and delivers a streamlined gaming experience via a vibrant 8-inch screen. The simpler OS means less features than the Windows model. View now at Best Buy Get more in-depth ZDNET tech coverage: Add us as a preferred Google source on Chrome and Chromium browsers. No, you're not seeing double. This is the second review I've done for Lenovo's Legion Go S. However, th

D2 (text to diagram tool) now supports ASCII renders

In the latest release of D2 (0.7.1), we introduce ASCII outputs. Any output file with extension txt will use the ASCII renderer to write to it. Here is an example of their rendering from the D2 Vim extension. The user opens a .d2 file and opens a preview window, which updates upon every save. Perhaps the most useful place for ASCII diagrams is in the source code comments. Small simple diagrams next to functions or classes can serve to be much clearer than describing a flow. Here again the Vi

AnduinOS

What kind of applications can I run on AnduinOS? AnduinOS is based on Ubuntu's package base. Any software that runs on Ubuntu that can run on AnduinOS. You can run a variety of applications, including but not limited to: Linux apps, web apps, and even Windows apps using Wine. AnduinOS uses Flatpak to manage graphical applications. Flatpak is a software utility for software deployment, application virtualization, and package management. It allows you to run applications in a sandboxed environ

Denshattack! is a blend of Tony Hawk, trains and shonen anime

Denshattack! is what happens when Tony Hawk trades in his skateboard for a high-speed Japanese train. Yes, you read that correctly. Denshattack! is the latest game from Barcelona indie studio Undercoders, and it's a delirious, high-speed action experience complete with flow states, a banging original soundtrack, flamboyant characters and coming-of-age drama. Players attempt to keep their train moving while jumping, wall riding, spinning, landing tricks and nailing combos. Between the rail-hoppi

CRLite: Certificate Revocation Checking in Firefox

Firefox is now the first and the only browser to deploy fast and comprehensive certificate revocation checking that does not reveal your browsing activity to anyone (not even to Mozilla). Tens of millions of TLS server certificates are issued each day to secure communications between browsers and websites. These certificates are the cornerstones of ubiquitous encryption and a key part of our vision for the web. While a certificate can be valid for up to 398 days, it can also be revoked at any p

Spotify Will Let You Create Transitions and Mix Playlists Like a DJ

Ever wished for smooth, on-point song transitions in your music streaming playlists customized to your liking? Spotify is rolling out a new beta feature for Premium subscribers globally that lets you add tailor-made transitions between songs, the company shared Tuesday. You can opt to play DJ -- and skip the AI version -- and curate how songs flow on an existing playlist or a new one. By clicking the Mix button, you can adjust the EQ, volume, fade and other effects. If you're looking to collabo

Senate Probe Uncovers Allegations of Widespread Abuse in ICE Custody

A United States Senate investigation has identified more than 500 credible reports of human rights abuses in US immigration detention since January, including alarming allegations of mistreatment of pregnant women and children. As of late last month, the investigation—led by US senator Jon Ossoff, a Democrat of Georgia—had unearthed 41 cases of physical and sexual abuse; 14 involving pregnant detainees and 18 involving children. The accounts of abuse span facilities in 25 states and include Pu

Meta rolls out AI-powered translations to creators globally, starting with English and Spanish

Meta is rolling out an AI-powered voice translation feature to all users on Facebook and Instagram globally, the company announced on Tuesday. The new feature, which is available in any market where Meta AI is available, allows creators to translate content into other languages so it can be viewed by a broader audience. The feature was first announced at Meta’s Connect developer conference last year, where the company said it would pilot test automatic translations of creators’ voices in reels

Trump administration reportedly weighs 10% stake in Intel via CHIPS Act grants, making government top shareholder

Lip-Bu Tan, chief executive officer of Intel Corp., departs following a meeting at the White House in Washington, DC, US, on Monday, Aug. 11, 2025. Alex Wroblewski | Bloomberg | Getty Images The Trump administration is discussing taking a 10% stake in Intel , according to a Bloomberg report on Tuesday, in a deal that could see the U.S. government become the chipmaker's largest stakeholder. As part of a potential deal, the government is also considering converting some or all of Intel's grants f

AirPods Pro 2 seem set for another surprise upgrade at iPhone 17 event

AirPods Pro 2 are three years old, but rumors indicate they’re not going anywhere just yet. In fact, in the absence of AirPods Pro 3, leaks indicate Apple could debut another big software upgrade for AirPods Pro 2 at its iPhone 17 event. Here’s what’s coming. Live Translation coming to AirPods soon, per iOS 26 leak Last week, my colleague Marcus Mendes found an image in the iOS 26 beta that revealed a new AirPods feature coming soon: Live Translation. This capability had long been anticipated