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The era of exploration

Large language models are the unintended byproduct of about three decades worth of freely accessible human text online. Ilya Sutskever compared this reservoir of information to fossil fuel, abundant but ultimately finite. Some studies suggest that, at current token‑consumption rates, frontier labs could exhaust the highest‑quality English web text well before the decade ends. Even if those projections prove overly pessimistic, one fact is clear: today’s models consume data far faster than humans

OpenAI tightens the screws on security to keep away prying eyes

In Brief OpenAI has reportedly overhauled its security operations to protect against corporate espionage. According to the Financial Times, the company accelerated an existing security clampdown after Chinese startup DeepSeek released a competing model in January, with OpenAI alleging that DeepSeek improperly copied its models using “distillation” techniques. The beefed-up security includes “information tenting” policies that limit staff access to sensitive algorithms and new products. For exa

How ChatGPT actually works (and why it's been so game-changing)

Elyse Betters Picaro / ZDNET Back in the day (and by "in the day," I mean late 2022, before AI chatbots exploded on the scene), tools like Google and Wolfram Alpha interacted with users via a single-line text entry field and provided text results. Google returned search results -- a list of web pages and articles that would (hopefully) provide information related to the search queries. Wolfram Alpha generally provided answers that were mathematical and data analysis-related. ChatGPT, by contra

What is going on in Unix with errno's limited nature

You're using a tool with a too-generic User-Agent You're probably reading this page because you've attempted to access some part of my blog (Wandering Thoughts) or CSpace, the wiki thing it's part of. Unfortunately whatever you're using to do so has a HTTP User-Agent header value that is too generic or otherwise excessively suspicious. Unfortunately, as of early 2025 there's a plague of high volume crawlers (apparently in part to gather data for LLM training) that behave like this. To reduce th

New 1.5B router model achieves 93% accuracy without costly retraining

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 Researchers at Katanemo Labs have introduced Arch-Router, a new routing model and framework designed to intelligently map user queries to the most suitable large language model (LLM). For enterprises building products that rely on multiple LLMs, Arch-Router aims to solve a key challenge: how to direct queries to the best model for the job

Garmin Is Going Nuts for Prime Day, Forerunner 255 GPS Smartwatch Is Now Almost Free

Garmin doesn’t actually have a direct competitor out there with a wide range of models that cater to professionals and amateurs. For Prime Day Amazon is offering a whopping 43% discount on the Forerunner 255, bringing its price down to just $199 from its regular price of $349. This is the company’s best-selling product, and it has a 4.7 out of 5 rating and it can be purchased as a limited time offer that does not require a Prime membership. See at Amazon Quality and Tracking Its slender prof

Artist in Residence on a Satellite

On February 3, 2024, at 11:06 a.m., the first Chinese art satellite, "SCA-1" (The first satellite of the Star Chain of Arts Project), was successfully launched into orbit near the sea area of Yangjiang, Guangdong, using the Long March 3B carrier rocket. The satellite's solar panels deployed normally, and the initial telemetry is normal. Among the thousands of satellites now orbiting above us, including scientific, meteorological, communication, and military satellites, there was a missing catego

Shark Bagless Vacuum Is 60% Off, Amazon Is Likely Losing Money on This Prime Deal

With all the various vacuum cleaners to choose from, it is hard to know which one to trust. Some gain a reputation as the best but Shark is a great option that works. If you don’t need the latest $1,500 Dyson, a reliable and efficient model like the Shark ultra-light corded bagless vacuum could be just the ticket. With a 4.5 out of 5 star average from more than 23,000 reviews, this vacuum is a best-seller. Right now, it can be found for an amazing 60% off during Prime Day, reducing the price to

If You’re a Prime Member, Amazon Is Giving Up All Its Margin on the Ring Video Doorbell

Ring is Amazon’s in-home smart home security brand and every Prime Day features some of the year’s best prices on their devices. Ring battery doorbell, specifically the new model with head-to-toe video, is the top of its kind for value and performance. With 4.6 out of 5 based on over 17,000 reviews, this doorbell is very popular. Now, it’s available as a Prime-exclusive offer for an all-time-low price of $49, down from $99. Only Prime members can get the offer, but if you’re not currently a mem

This Robot Vacuum Surprised Me With Its Ingenious Arms and Navigation Ability, and It's $400 Off for Prime Day

Amazon Prime Day sale: The Dreame X50 robot vacuum is marked down to $1,300 as part of Amazon's July Prime Day sale event. That's a discount of 24% and the lowest price we've seen in more than a year. CNET's key takeaways No robot vacuum has truly solved the challenge of multi-level cleaning without requiring you to physically move it between floors. This robo-vac can do it, for the high-end price of $1,699 (on sale right now for $1,300). You won't find another robot vacuum with its features

Why don't we trust technology in sport?

For a few minutes on Sunday afternoon, Wimbledon's Centre Court became the perfect encapsulation of the current tensions between humans and machines. When Britain's Sonay Kartal hit a backhand long on a crucial point, her opponent Anastasia Pavlyuchenkova knew it had landed out. She said the umpire did too. Television replays proved it. But the electronic line-calling system - which means humans have been fully replaced this year following earlier trials - remained silent. Minutes ticked by.

ChatGPT Glossary: 53 AI Terms Everyone Should Know

AI is everywhere. From the massive popularity of ChatGPT to Google cramming AI summaries at the top of its search results, AI is completely taking over the internet. With AI, you can get instant answers to pretty much any question. It can feel like talking to someone who has a Ph.D. in everything. But that aspect of AI chatbots is only one part of the AI landscape. Sure, having ChatGPT help do your homework or having Midjourney create fascinating images of mechs based on country of origin is co

Waymo to begin testing in Philadelphia with safety drivers behind the wheel

Waymo said it will begin testing in Philadelphia, with a limited fleet of vehicles and human safety drivers behind the wheel. "This city is a National Treasure," Waymo wrote in a post on X on Monday. "It's a city of love, where eagles fly with a gritty spirit and cheese that spreads and cheese that steaks. Our road trip continues to Philly next." The Alphabet -owned company confirmed to CNBC that it will be testing in Pennsylvania's largest city through the fall, adding that the initial flee

The Opening of ‘Final Fantasy IX’ Is a Love Letter to Fantasy Itself

Final Fantasy games are known for their big, bombastic openings. Final Fantasy VII‘s legendary bombing mission, the brainwashed Terra being sent through the snowy paths into Narshe in Final Fantasy VI, the destruction of Zanarkand in Final Fantasy X—these are grand set pieces with high stakes, introducing threats and conflicts central to their epic narratives. They are big and loud, meant to immediately hook you into a journey that will last dozens upon dozens (upon dozens) of hours. They’re al

Amazon Offers Shark Air Purifier at Almost 50% Off to Clear Out Stock for Prime Day, and Clear Away Allergies

Summer is nice for a lot of people, but it’s also a massive issue for a lot of us too. The heat is one thing, but one of the most inescapable issues for millions of people is hay-fever. That’s right, the curse of being allergic to plant life in the warmer months is one that saps the fun out of everything for everyone who suffers from it, but there are ways to deal with it outside of just taking medicine and hoping for the best. See at Amazon Right now, you can get your hands on this amazing Sh

This Is the Best Gaming Controller for Your PC, and Now It’s 45% Off for Prime Day

You don’t have to use a PlayStation or Xbox controller to play on your computer. Gaming accessories being so trendy, it shouldn’t have been surprising to see Amazon jump in and create its own controller. Now, the Luna wireless controller is maybe the most popular option on the market and for Prime Day, it’s reaching a record-low price. This deal is exclusive to Prime members, so if you’re not already subscribed, you’ll need to take advantage of Amazon’s 30-day free trial to access the offer. Cu

New sphere-packing record stems from an unexpected source

The advantage of Rogers’ method was that you didn’t have to start with a particularly efficient lattice to get an efficient sphere packing. You just had to choose the right ellipsoid. But this introduced a new complication. Unlike a sphere, which is completely defined by a single number — its radius — an ellipsoid is defined by several axes of different lengths. The higher the dimension, the greater the number of directions you can stretch your ellipsoid in, and the more options you have for wha

Possible Google Pixel 10a back cover makes a very early (and very sketchy) appearance

Ryan Haines / Android Authority TL;DR An image of a “Google Pixel 10A engineering back cover” has emerged online. The back appears to be slightly different from the Pixel 9a. It’s only been a few months since the release of the Pixel 9a, but that’s not going to stop leakers from going after its successor. We’ve already heard a few rumors about the Pixel 10a, such as its codename. Now a new potential leak may give us a few more details about the next entry to Google’s mid-range line. On the C

‘Warning Fatigue’ Might Have Made Texas Floods Deadlier

A deluge of rain triggered deadly flash floods in Texas Hill Country over the weekend, causing widespread damage and killing more than 80 people. As the death toll climbs, some experts say “flood warning fatigue” may have discouraged residents from heeding the National Weather Service’s (NWS) warnings. Texas Hill Country is part of “flash flood alley,” a crescent-shaped region that curves from the Dallas area down to San Antonio and then westward. It’s one of the most dangerous places in the U.

Amazon’s Newest Fire TV Stick Is Going for Peanuts, Now 49% Off During Prime Day but Stock Is Limited

Streaming services are basically the new cable at this point. We’ve all been aware of that for a few years, but cable actually made it easy to switch between channels, while streaming services always ask a little bit more of you. They don’t have to though, especially if you’re willing to drop a little bit of cash on a good streaming device. As it happens, we just so happen to have found a great deal on a great streaming device today too. See at Amazon The Amazon Fire TV Stick HD is currently d

Best Window Air Conditioners 2025: 10 Picks to Cool You for Years

The EcoFlow Wave 3 is not for the weak. I mean that literally, as it weighs nearly 56 pounds when attached to its 22-pound lithium battery. At 6,100 BTU cooling capacity, the Wave 3 is designed for a car, RV, tent, boat, or any space that might be either temporary or off the grid. The Wave 3 also has a slightly higher 6,800 BTU heat mode. I have a van and and a dog, so for me, the Wave 3 offers a specific type of assurance on hot or cold days. Portable doesn’t mean you can move it around a lot.

This robotic cleaner revitalized my pool after a storm - and now, it's 20% off for Prime Day

ZDNET's key takeaways The Beatbot Aquasense Pro is a robotic pool cleaner designed for comprehensive maintenance and heavy-duty cleanups. It features a 5-in-1 cleaning system that uses AI to optimize cleaning paths with up to 9.5 hours of operation. However, it weighs 24 pounds, has limited 2.4GHz Wi-Fi connectivity, and is pricey View now at Amazon As part of Amazon Prime Day, the Beatbot AquaSense Pro Pool Robot has received a 20% discount, going from $2,199 to $1,759. Living in Florida me

So you wanna build an aging company

Today, aging is cool. In 2024 alone, investors deployed about $8.5B into longevity-focused biotech companies. Aging biotech companies have entered clinical trials. The field has come a long way. But as “aging” (and “longevity”) have become more mainstream, there’s a temptation to stretch the definition to things that don’t belong in the category. Aging is not a single process. It’s a complex interplay of multiple biological processes that, over time, become dysregulated. Understanding it as suc

Garmin Instinct 2X Solar Smartwatch (Tactical Edition) Drops to a Never-Seen-Before Price for Prime Day

The weather’s warmed up so it’s time to start getting your workouts done outside. Say goodbye to treadmill running and hello to road and trail running. and if you’re trying to take your fitness more seriously the best way to do so is with data. Data about you. A solid GPS fitness watch can do wonders to both give you valuable insights into your own health as well as keeping you motivated to see yourself measurably improve. The Garmin Instinct 2X Solar Tactical Edition is a rugged sports watch bu

Reckless Footage Shows Tesla Robotaxi Careening Through Heavy Rain at High Speed

Terrifying new footage shows a Tesla robotaxi ripping through partially flooded streets in Austin, Texas. The clip, which went viral on the r/SweatyPalms subreddit over the weekend, shows the modified Model Y blasting past human-operated vehicles that are operating with far more caution — while passing on the right lane, a no-no for prudent drivers. "That dude is leaving a permanent hand print on that door handle," one Reddit user joked, referring to the person in the driver's seat holding on

The latest Roku Ultra drops to $69 for Prime Day

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . The newest Roku Ultra streaming device is on sale for $69 as part of the Amazon Prime Day festivities . That's over 30 percent off and a record-low price, as it usually costs $100. The Roku Ultra made our list of the best streaming devices . It can play content in 4K, which is always

Prime Day deals include $450 off Apple's 15-inch M3 MacBook Air

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Picking up a new MacBook can be pricey, so we always like sharing when a great model is having a steep sale. Prime Day deals have brought a high-end configuration of the 15-inch Apple MacBook Air M3 down to $1,249 — or a whopping $450 off its regular price. This model includes 24GB of

The Era of Exploration

Large language models are the unintended byproduct of about three decades worth of freely accessible human text online. Ilya Sutskever compared this reservoir of information to fossil fuel, abundant but ultimately finite. Some studies suggest that, at current token‑consumption rates, frontier labs could exhaust the highest‑quality English web text well before the decade ends. Even if those projections prove overly pessimistic, one fact is clear: today’s models consume data far faster than humans

This LG 65-Inch C4 OLED TV Is 55% Off the Original Price, Amazon Is Clearing Stock for Prime Day

Prime Day is here and that means Amazon is offering the best deals of the year on top electronics. In fact, prices during Prime Day often beat what you’ll find on Black Friday, which makes it the ultimate shopping event if you’re looking to upgrade your home tech. The LG 65-Inch Class OLED evo C4 Series Smart TV is currently the top-selling OLED television on Amazon, and that alone speaks volumes about the value and popularity of this offer. Currently, it is priced at only $1,196 which is a mas

People Hated the ‘Squid Game’ Ending, so They’re Using AI to Make New Ones

Pissing people off with your series finale is practically a rite of passage for beloved TV shows at this point. Just ask fans of The Sopranos, or Dexter, or Game of Thrones. And if you’re feeling butt hurt by your favorite TV show’s subpar ending, you may be tempted to imagine a whole new one—an ending where Tony gets whacked, or survives some kind of epic John Wick-style shootout, or, I don’t know, assembles all the Infinity Stones and becomes the supreme ruler of mobsters across the universe.

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