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Is Chain-of-Thought Reasoning of LLMs a Mirage? A Data Distribution Lens

Credit: Zhao et al The researchers used test cases that fall outside of the LLM training data in task type, format, and length. Credit: Zhao et al The researchers used test cases that fall outside of the LLM training data in task type, format, and length. These simplified models were then tested using a variety of tasks, some of which precisely or closely matched the function patterns in the training data and others that required function compositions that were either partially or fully "out of

OURA Ring Introduces Its First-Ever Menopause Feature Plus Upgraded Pregnancy Insights

The Oura Ring is upgrading its existing features to better assist you if you're pregnant or perimenopausal, a new demographic for the ring. Oura is well known for its holistic sleep and wellness insights and already supports pregnant individuals, but this upgrade improves its data insights to help you look at everything from the gestational stages, trends related to temperature, resting heart rate, heart rate variability and more. Oura's traditional data markers based on readiness, sleep, rest

Manpower discloses data breach affecting nearly 145,000 people

Manpower, one of the world's largest staffing companies, is notifying nearly 145,000 individuals that their information was stolen by attackers who breached the company's systems in December 2024. Together with Experis and Talent Solutions, the company is part of ManpowerGroup, a multinational corporation with over 600,000 workers in more than 2,700 offices and serving over 100,000 clients worldwide. Last year, ManpowerGroup reported revenues of $17.9 billion and a total gross profit of $3.1 bi

Data Brokers Are Hiding Their Opt-Out Pages From Google Search

Data brokers are required by California law to provide ways for consumers to request their data be deleted. But good luck finding them. More than 30 of the companies, which collect and sell consumers’ personal information, hid their deletion instructions from Google, according to a review by The Markup and CalMatters of hundreds of broker websites. This creates one more obstacle for consumers who want to delete their data. This story is copublished with The Markup and CalMatters. Many of the

How a once-tiny research lab helped Nvidia become a $4 trillion-dollar company

When Bill Dally joined Nvidia’s research lab in 2009, it employed only about a dozen people and was focused on ray tracing, a rendering technique used in computer graphics. That once-small research lab now employs more than 400 people, who have helped transform Nvidia from a video game GPU startup in the nineties to a $4 trillion-dollar company fueling the artificial intelligence boom. Now, the company’s research lab has its sights set on developing the tech needed to power robotics and AI.

Topics: ai dally lab nvidia said

The Matter 1.4.2 update has the smart home upgrades you didn't know you needed

Maria Diaz/ZDNET The smart home world is gearing up for the Matter 1.5 update this fall, but the CSA just announced a 1.4.2 update as a precursor to prepare the field. Matter 1.4.2 makes devices more secure and efficient, enhancing the user experience, likely without you realizing that major changes have been made. That's the beauty of Matter: we're watching the connectivity protocol grow and blossom into a fully fledged and future-proof smart home wonder. The Matter 1.4.2 update includes Wi-F

LLMs' "simulated reasoning" abilities are a brittle mirage

Credit: Zhao et al The researchers used test cases that fall outside of the LLM training data in task type, format, and length. Credit: Zhao et al The researchers used test cases that fall outside of the LLM training data in task type, format, and length. These simplified models were then tested using a variety of tasks, some of which precisely or closely matched the function patterns in the training data and others that required function compositions that were either partially or fully "out of

The Article in the Most Languages

The article in the most languages: Who is this guy? Note to readers: Some of the diffs in this article are dead links because of deletions made subsequent to writing. They have been retained to show diligence in the findings presented here. – Signpost editors In late 2024, something quite astonishing happened on Wikipedia that went by largely unnoticed. For the first time, the Wikipedia article with the greatest number of languages was not a country like the United States, nor even Wikipedia it

Show HN: Keeps – Mail a postcard that plays your voice

How long does delivery take? After printing has completed, domestic (USA) delivery typically takes 4-6 business days via USPS First Class Mail. International delivery takes 9-13 business days. We provide tracking so you can follow your postcard's journey. Est. Delivery: Aug 21–Aug 25 How does the voice message work? After creating your postcard, you'll record up to 60 seconds of audio. We generate a unique QR code that's printed on the postcard. Recipients simply scan it with their phone camera

The value of institutional memory

In 1978, a dredging gang working for British Waterways was struggling with a problem. They were trying to clear obstacles on the Chesterfield Canal so they could stabilise a concrete wall — not an easy day’s work. But what really had them stumped was a heavy iron chain on the canal bottom. After various attempts, they hooked the chain to their dredger. That did the trick. A firm pull removed the chain and the block of wood on the end of it. The gang took a well-earned break for tea. The tea bre

Pronto’s 10-minute house help pitch sparked a 3.6x valuation jump in just 90 days

In 2025, the average urban Indian no longer needs to wait very long for much (except at government offices and in traffic): They simply have to order what they need from an app, and it’ll be delivered within minutes. The explosion of quick-commerce in the country has meant that millions of Indians are getting increasingly used to not having to wait for deliveries, or step out of their homes, as startups vie to make almost everything, from food and groceries to smartphones and gaming consoles, av

Seoul-based Datumo raises $15.5M to take on Scale AI, backed by Salesforce

Most organizations say they aren’t fully prepared to use generative AI in a safe and responsible way, according to a recent McKinsey report. One concern is explainability — understanding how and why AI makes certain decisions. While 40% of respondents view it as a significant risk, only 17% are actively addressing it, per the report. Seoul-based Datumo began as an AI data labeling company and now wants to help businesses build safer AI with tools and data that enable testing, monitoring, and im

You’re Gonna Have to Wait Even Longer for ‘Shrek 5’

Time to get out that giant green eraser again: Shrek 5, which already shifted its release date from July 2026 to December 2026, has made another big move. The long-awaited return to the swamp for the ogre—first voiced by Mike Myers back in 2001, with the most recent series entry arriving in 2010—will now happen June 30, 2027. Variety notes that no reason was given for the DreamWorks and Universal production’s date change, but big movies needing more time, either for production reasons or to sei

Today's NYT Connections: Sports Edition Hints and Answers for Aug. 12, #323

Looking for the most recent regular 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 and Strands puzzles. The NYT Connections: Sports Edition puzzle is a tough one today. But look for first names, and try and think of a last name they have in common, and you should be able to get the blue group easily enough. Connections: Sports Edition is out of beta now, making its debut on Super Bowl Sunday, F

Today's Wordle Hints, Answer and Help for Aug. 12, #1515

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 could be difficult. The word isn't that commonly used, although the first letter does pop up in my favorite starter word. 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 answer

Today's NYT Connections Hints, Answers and Help for Aug. 12, #793

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 Connections tries to pull a fast one on us. Check out all the bowling-related clues. Would you think "bowling" might be a category? Think again, this is the New York Times puzzle editors, and they love to help us toss gutterballs. Read on for hints and the answers.

Today's NYT Strands Hints, Answers and Help for Aug. 12 #527

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 has some complex answers to find, and they're tough to unscramble, too. If you need hints and 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

Participate in Standards Development for P2807.9

“Guide for Application of Knowledge Graphs for Rail Transit,” designated by the Project Number P2807.9, is a groundbreaking standard that has significantly impacted the rail transit industry. By providing a comprehensive framework for the development and implementation of Knowledge Graphs (KG), specifically tailored for the rail transit sector, referred to as rail-transit-oriented KG (RTKG), this guide addresses the critical need for consistent knowledge patterns and unified interface standards.

$200 off: Samsung Galaxy Z Flip 7 FE discounted for the first time

C. Scott Brown / Android Authority Samsung’s new foldable phones are exciting, but most are pretty expensive. The only exception is the Samsung Galaxy Z Flip 7 FE, which usually costs $899.99. Today, we’re taking a look at its first actual discount, which will save you $200 on the retail price. Buy the Samsung Galaxy Z Flip 7 FE for just $699.99 ($200 off) This offer is available from Amazon. The discount applies to both available colors. These include Black and White. We’re specifically refer

North Korean Kimsuky hackers exposed in alleged data breach

The North Korean state-sponsored hackers known as Kimsuky has reportedly suffered a data breach after two hackers, who describe themselves as the opposite of Kimsuky's values, stole the group's data and leaked it publicly online. The two hackers, named 'Saber' and 'cyb0rg,' cited ethical reasons for their actions, saying Kimsuky is "hacking for all the wrong reasons," claiming they're driven by political agendas and follow regime orders instead of practicing the art of hacking independently. "

Reddit Is Blocking the Wayback Machine From Archiving Posts

Reddit is blocking the Internet Archive’s Wayback Machine from indexing most of its site, after discovering that AI companies were scraping its data from the digital time capsule. The move comes as Reddit tightens its grip on user data. The company doesn’t mind AI firms training their models on Reddit posts, but they have to pay first. Reddit previously said it wouldn’t restrict “good faith actors” like the Internet Archive, but now it believes some are helping AI firms dodge licensing fees. Re

When Will 'Wednesday' Season 2, Part 2 Premiere?

Wednesday and the rest of the Addams Family are back. You probably know this already. That's why you're here. Season 2 premiered its first half last week to the delight of fans everywhere. It's been a three-year wait, and the return of Netflix's record-breaking series is worth some celebration. You hear that sound? That's me snapping my fingers in approval. Creators Miles Millar and Alfred Gough previously teased that season 2 will be darker in tone. This new run of episodes "definitely has so

US government seized $1M from Russian ransomware gang

The U.S. Department of Justice announced on Monday it has seized the servers and $1 million in bitcoin from the prolific Russian ransomware gang behind the BlackSuit and Royal malware. According to the press release, a coalition of global law enforcement agencies, including from the U.S., Canada, Germany, Ireland, France, U.K., and others, seized four servers and nine domains on July 24. In addition, authorities also seized around $1 million in cryptocurrency. BlackSuit and Royal are two diffe

8 settings I changed on my Google Pixel phone to extend the battery life by hours

Kerry Wan/ZDNET Pixel phones have an excellent reputation for smart software, but battery life has been a common complaint with Google's smartphones. Thankfully, that same smart software is now improving battery life and longevity, though many features aren't set up for maximum endurance out of the box. I've found that a handful of features can dramatically improve how long your Pixel lasts, both in a single day and over the long haul. Also: I've owned every Google Pixel flagship phone since t

White Mountain Direttissima

White Mountain Direttissima I first attempted this route in 2016. While doing it in an unsupported style (carrying all my own food & gear), I did invite friends out to join me and also cached battery bricks so that I could document the effort. I finished in just under six days. I knew there was a lot of time for improvement but didn't feel the desire to return until last summer (2024). My 2024 effort would build on everything I had learned and experienced since 2016. I had better endurance, an

Topics: climb day pack time trail

Super-Affordable iPhone-powered MacBook Could Reportedly Launch This Year At $600

An affordable MacBook powered by the iPhone's A18 Pro chip could launch later this year for $600, according to a report from Taiwanese publication DigiTimes on Monday. The latest report corroborates a note by prominent industry analyst Ming-Chi Kuo from last month that said Apple was working on a new MacBook Air powered by that processor. A $600 price point would be a significant step for Apple's attempt to break into the affordable computing space. The report does give a range, however. While

Tough, smart and ahead of her time - how Dame Stephanie changed women's role in the tech industry

Tough, smart and ahead of her time - how Dame Stephanie changed women's role in the tech industry 3 hours ago Share Save Zoe Kleinman • @zsk Technology editor Share Save BBC To many women in tech, myself included, Dame Stephanie Shirley, who has died aged 91, was inspirational. Her pioneering and controversial decision to hire exclusively women coders and data inputters, working from home, was way ahead of its time and changed many lives. She had a difficult life, and it made her tough. She w

Reddit is restricting its availability to the Internet Archive's Wayback Machine

The Internet Archive's Wayback Machine is the latest victim of Reddit's crackdown on data access. The company has begun to place new restrictions on what the archive site will be able to access in a move that will significantly limit the Wayback Machine's ability to preserve information from Reddit. With the change, the Wayback Machine, a project run by the nonprofit Internet Archive, will only be able to crawl Reddit's homepage. It will no longer be able to access comments, subreddit pages, po

Apache Iceberg V3 Spec new features for more efficient and flexible data lakes

A Deeper Dive into Apache Iceberg V3: How New Designs Are Solving Core Data Lake Challenges The Next Chapter for Apache Iceberg: Welcoming the Iceberg V3 Spec by Talat Uyarer , BigQuery Managed Iceberg & Shane Glass , Google Open Source Programs Office The data community has long grappled with the challenge of how to bring database-like agility to petabyte-scale datasets stored in open cloud storage. The trade-off has often been between the scalability of data lakes and the performance and ea