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Meta's Llama 3.1 can recall 42 percent of the first Harry Potter book

In recent years, numerous plaintiffs—including publishers of books, newspapers, computer code, and photographs—have sued AI companies for training models using copyrighted material. A key question in all of these lawsuits has been how easily AI models produce verbatim excerpts from the plaintiffs’ copyrighted content. For example, in its December 2023 lawsuit against OpenAI, the New York Times Company produced dozens of examples where GPT-4 exactly reproduced significant passages from Times sto

Nanonets-OCR-s – OCR model transforms documents into structured markdown

Nanonets-OCR-s is a powerful, state-of-the-art image-to-markdown OCR model that goes far beyond traditional text extraction. It transforms documents into structured markdown with intelligent content recognition and semantic tagging, making it ideal for downstream processing by Large Language Models (LLMs). Nanonets-OCR-s is packed with features designed to handle complex documents with ease: LaTeX Equation Recognition: Automatically converts mathematical equations and formulas into properly fo

Chemical knowledge and reasoning of large language models vs. chemist expertise

Benchmark corpus To compile our benchmark corpus, we utilized a broad list of sources (Methods), ranging from completely novel, manually crafted questions over university exams to semi-automatically generated questions based on curated subsets of data in chemical databases. For quality assurance, all questions have been reviewed by at least two scientists in addition to the original curator and automated checks. Importantly, our large pool of questions encompasses a wide range of topics and que

Real-time CO2 monitoring without batteries or external power

< (From left) Master's Student Gyurim Jang, Professor Kyeongha Kwon > KAIST (President Kwang Hyung Lee) announced on June 9th that a research team led by Professor Kyeongha Kwon from the School of Electrical Engineering, in a joint study with Professor Hanjun Ryu's team at Chung-Ang University, has developed a self-powered wireless carbon dioxide (CO2) monitoring system. This innovative system harvests fine vibrational energy from its surroundings to periodically measure CO2 concentrations.

Is Gravity Just Entropy Rising? Long-Shot Idea Gets Another Look

Isaac Newton was never entirely happy with his law of universal gravitation. For decades after publishing it in 1687, he sought to understand how, exactly, two objects were able to pull on each other from afar. He and others came up with several mechanical models, in which gravity was not a pull, but a push. For example, space might be filled with unseen particles that bombard the objects on all sides. The object on the left absorbs the particles coming from the left, the one on the right absorb

The U.S. Navy is more aggressively telling startups, ‘We want you’

While Silicon Valley executives like those from Palantir, Meta, and OpenAI are grabbing headlines for trading their Brunello Cucinelli vests for Army Reserve uniforms, a quieter transformation has been underway in the U.S. Navy. How so? Well, the Navy’s chief technology officer, Justin Fanelli, says he has spent the last two and a half years cutting through the red tape and shrinking the protracted procurement cycles that once made working with the military a nightmare for startups. The efforts

Cyborg Embryos Offer New Insights into Brain Growth

Scientists have created cyborg embryos by implanting electrode arrays into the developing brains of frogs, mice, and salamanders. Although the researchers reject implants in human embryos as unethical, they suggest their technology might one day help study and treat neurodevelopmental conditions in children. The stretchable technology at the core of the electrode arrays could record brain activity while remaining soft enough to accommodate the children’s growth. Recording the activity of neuron

Twin – A Textmode WINdow Environment

Twin - a Textmode WINdow environment Version 0.9.0 Twin is text-based windowing environment with mouse support, window manager, terminal emulator, networked clients and the ability to attach/detach mode displays on-the-fly. It supports a variety of displays: plain text terminals: Linux console, twin's own terminal emulator, and any termcap/ncurses compatible terminal; X11, where it can be used as a multi-window xterm; itself (you can display a twin on another twin); twdisplay, a general n

Today's NYT Mini Crossword Answers for Sunday, June 15

Gael Cooper CNET editor Gael Fashingbauer Cooper, a journalist and pop-culture junkie, is co-author of "Whatever Happened to Pudding Pops? The Lost Toys, Tastes and Trends of the '70s and '80s," as well as "The Totally Sweet '90s." She's been a journalist since 1989, working at Mpls.St.Paul Magazine, Twin Cities Sidewalk, the Minneapolis Star Tribune, and NBC News Digital. She's Gen X in birthdate, word and deed. If Marathon candy bars ever come back, she'll be first in line.

Today's NYT Connections Hints, Answers and Help for June 16, #736

Gael Cooper CNET editor Gael Fashingbauer Cooper, a journalist and pop-culture junkie, is co-author of "Whatever Happened to Pudding Pops? The Lost Toys, Tastes and Trends of the '70s and '80s," as well as "The Totally Sweet '90s." She's been a journalist since 1989, working at Mpls.St.Paul Magazine, Twin Cities Sidewalk, the Minneapolis Star Tribune, and NBC News Digital. She's Gen X in birthdate, word and deed. If Marathon candy bars ever come back, she'll be first in line.

Today's Wordle Hints, Answer and Help for June 16, #1458

Gael Cooper CNET editor Gael Fashingbauer Cooper, a journalist and pop-culture junkie, is co-author of "Whatever Happened to Pudding Pops? The Lost Toys, Tastes and Trends of the '70s and '80s," as well as "The Totally Sweet '90s." She's been a journalist since 1989, working at Mpls.St.Paul Magazine, Twin Cities Sidewalk, the Minneapolis Star Tribune, and NBC News Digital. She's Gen X in birthdate, word and deed. If Marathon candy bars ever come back, she'll be first in line.

Delightfully irreverent Underdogs isn’t your parents’ nature docuseries

National Geographic/Eleanor Paish Madagascar's aye-aye: "as if fear and panic had a baby and rolled it in dog hair" Madagascar's aye-aye: "as if fear and panic had a baby and rolled it in dog hair" National Geographic/Eleanor Paish National Geographic/Simon De Glanville An emerald jewel wasp emerges from a cockroach. An emerald jewel wasp emerges from a cockroach. National Geographic/Simon De Glanville National Geographic/Tom Walker A pack of African hunting dogs is no match for the honey badger

Scientists Discover Bizarre Signals Coming From Ice in Antarctica

Some strange radio signals are broadcasting out of Antarctic ice, and the researchers who found them don't know why. Using a cosmic particle detector, researchers at the University of Pennsylvania detected peculiar signals that, according to a press release, "defy the current understanding of particle physics." The particle detector that found those strange signals — which is, charmingly, suspended from a bunch of balloons — belongs to a range of instruments known as the Antarctic Impulsive Tr

Do reasoning AI models really ‘think’ or not? Apple research sparks lively debate, response

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Apple’s machine-learning group set off a rhetorical firestorm earlier this month with its release of “The Illusion of Thinking,” a 53-page research paper arguing that so-called large reasoning models (LRMs) or reasoning large language models (reasoning LLMs) such as OpenAI’s “o” series and Google’s Gemini-2.5 Pro and Flash Thinking don’t a

Sony unlocks regional restrictions for some PC games in more than 100 countries

It turns out that region-locking your games makes it harder to sell more copies. First discovered by Wario64, Sony has lifted regional restrictions for several of its titles that are available to play on PC through Steam. Sony hasn't officially announced the removal of these region locks, nor the reason why, but God of War Ragnarok, The Last of Us Part II Remastered, Spider-Man 2, and the hit co-op shooter Helldivers 2 can be purchased once again in 177 countries that were previously prohibited,

Tiny-diffusion: A minimal implementation of probabilistic diffusion models

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets. Get started by running python ddpm.py -h to explore the available options for training. Forward process A visualization of the forward diffusion process being applied to a dataset of one thousand 2D points. Note that the dinosaur is not a single training example, it represents each 2D point in the dataset. Reverse process This illustration shows how the reverse process recovers the distribution of the trainin

Biofuels Policy, a Mainstay of American Agriculture, a Failure for the Climate

The American Midwest is home to some of the richest, most productive farmland in the world, enabling its transformation into a vast corn- and soy-producing machine—a conversion spurred largely by decades-long policies that support the production of biofuels. But a new report takes a big swing at the ethanol orthodoxy of American agriculture, criticizing the industry for causing economic and social imbalances across rural communities and saying that the expansion of biofuels will increase greenh

Datalog in Rust

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Nolah Evolution Hybrid Mattress Review: A Jack of All Trades

Kind of like Lord of the Rings, what is the best mattress out there to rule them all? Typically, as a professional mattress tester of over five years, I’d tell you it differs from person to person. But there are always the rare few models that manage to pull off the near impossible for a mattress to accomplish: being a supportive and comfortable fit for anybody, regardless of build or sleeping position. The Nolah Evolution Hybrid is one of those mattresses, and one of the rare few near-perfect b

The 14 Best TVs We’ve Reviewed, Plus Buying Advice (2025)

Saving up for a new screen? Whether you’re a videophile or new to 4K, the best TVs you can buy are bigger, brighter, and cheaper than ever. To help you navigate the dozens of models from LG, Samsung, TCL, Hisense, Sony, Panasonic, and others, we've done intensive testing and watched hundreds of hours of content to grab the standouts from our recent reviews. Below you'll find everything from the best OLED TVs we've ever tested to the best cheap TVs for tight budgets—with plenty of excellent optio

Topics: 4k best models tvs ve

Laptop Buying Guide (2025): How to Choose the Right PC (Step-by-Step Guide)

For some people, however, it might be helpful to think through what software you need to run and which operating systems it runs best on will help you determine the hardware you need. And let's not forget: ChromeOS and Linux are still alternative options. So, here's how the four available operating systems break down. Windows: Windows is the stalwart default OS. Windows is the broadest and most widely used operating system, supporting the largest number of applications and hardware. It may be r

These are the best iPad deals right now, just in case iPadOS 26 made you rethink things

A short while ago, I was browsing Apple deals on Amazon (as one does) – and something stuck out to me. High-end iPad Pros, particularly 12.9-inch models, are surprisingly cheap. I saw M1 models with 1TB and cellular for under $700. Given the recent iPadOS 26 overhaul that makes the iPad much more Mac-like, I figured these deals would be worth a share. While renewed iPad deals are the focus here because of their affordability, new iPad deals are also mentioned at the end. Renewed M1 iPad Pro de

Sperm are very different from all other cells

'There's a huge amount that we don't understand': Why sperm is still so mysterious 20 hours ago Share Save Katherine Latham Share Save How do sperm swim? How do they navigate? What is sperm made of? What does a World War Two codebreaker have to do with it all? The BBC untangles why we know so little about this mysterious cell. With every heartbeat, a man can produce around 1,000 sperm – and during intercourse, more than 50 million of the intrepid swimmers set out to fertilise an egg. Only a f

Rethinking AI: DeepSeek’s playbook shakes up the high-spend, high-compute paradigm

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more When DeepSeek released its R1 model this January, it wasn’t just another AI announcement. It was a watershed moment that sent shockwaves through the tech industry, forcing industry leaders to reconsider their fundamental approaches to AI development. What makes DeepSeek’s accomplishment remarkable isn’t that the company developed novel ca

We investigated Amsterdam's attempt to build a 'fair' fraud detection model

METHODOLOGY How we investigated Amsterdam’s attempt to build a ‘fair’ fraud detection model For the past four years, Lighthouse has investigated welfare fraud detection algorithms deployed in five European countries. Our investigations have found evidence that these systems discriminated against vulnerable groups with oftentimes steep consequences for people’s lives. Governments and companies deploying these systems often show little regard for the biases they perpetrate against vulnerable gro

Seven replies to the viral Apple reasoning paper and why they fall short

The Apple paper on limitations in the “reasoning” of Large Reasoning Models, which raised challenges for the latest scaling hypothesis, has clearly touched a nerve. Tons of media outlets covered it; huge numbers of people on social media are discussing. My own post here laying out the Apple paper in historical and scientific context was so popular that well over 150,000 people read it, biggest in this newsletter’s history. The Guardian published an adaptation of my post (“When billion-dollar AI

Live TV Streaming Channel Face-Off: YouTube TV vs. Hulu Live vs. Sling and More

Making the switch from cable to streaming could feel confusing or like a chore, but it might be exactly what you're looking for. As TV costs increase, there are plenty of alternatives you can consider, such as live TV streaming services and affordable skinny bundles. Cord-free live services come with perks like a broad mix of channels, DVR and no long-term commitments. You can stream sports and more, and these services offer wider channel options than antennas but also let you watch on your lapt

Today's NYT Mini Crossword Answers for Saturday, June 14

Gael Cooper CNET editor Gael Fashingbauer Cooper, a journalist and pop-culture junkie, is co-author of "Whatever Happened to Pudding Pops? The Lost Toys, Tastes and Trends of the '70s and '80s," as well as "The Totally Sweet '90s." She's been a journalist since 1989, working at Mpls.St.Paul Magazine, Twin Cities Sidewalk, the Minneapolis Star Tribune, and NBC News Digital. She's Gen X in birthdate, word and deed. If Marathon candy bars ever come back, she'll be first in line.

Today's Wordle Hints, Answer and Help for June 15, #1457

Gael Cooper CNET editor Gael Fashingbauer Cooper, a journalist and pop-culture junkie, is co-author of "Whatever Happened to Pudding Pops? The Lost Toys, Tastes and Trends of the '70s and '80s," as well as "The Totally Sweet '90s." She's been a journalist since 1989, working at Mpls.St.Paul Magazine, Twin Cities Sidewalk, the Minneapolis Star Tribune, and NBC News Digital. She's Gen X in birthdate, word and deed. If Marathon candy bars ever come back, she'll be first in line.