Artificial intelligence has traditionally advanced through automatic accuracy tests in tasks meant to approximate human knowledge. Carefully crafted benchmark tests such as The General Language Understanding Evaluation benchmark (GLUE), the Massive Multitask Language Understanding data set (MMLU), and "Humanity's Last Exam," have used large arrays of questions to score how well a large language model knows about a lot of things. However, those tests are increasingly unsatisfactory as a measure of the value of the generative AI programs. Something else is needed, and it just might be a more human assessment of AI output. Also: AI isn't hitting a wall, it's just getting too smart for benchmarks, says Anthropic That view has been floating around in the industry for some time now.

AI should be saving you time, boosting your productivity, and even helping you think more creatively. But if you're stuck rewriting prompts, dealing with bad responses, or wondering why it feels so basic, here's a hard truth: it's not ChatGPT … it's you. But getting your skills up to snuff is simple if you enroll in our best-selling e-degree program. It doesn't matter if you're a complete beginner, an aspiring master, or somewhere in between, you'll learn how to use ChatGPT like an expert for just 19.97 (reg. Don't worry about fitting time into your schedule--these courses are completely self-paced.

This would have been a very different article to read had you stopped by any time before March 2025. Before then, iRobot and Shark were both kind of plateauing in terms of the variety of their respective lineups. It was like a competition to see who could be the most mid -- especially compared to the robot vacuums announced at CES. But the lukewarm rivalry got interesting when iRobot went rogue and overhauled the whole Roomba fleet outside of its typical schedule (the company had previously been saving its big product drops for late summer). The new batch consists of eight new Roombas falling under four different umbrellas: the Roomba 105 or 205, or Roomba Plus 405 or 505, ranging in price from 299 to 999.

TL;DR: Only while supplies last, you can buy Microsoft Office for 54.97 and get Windows 11 Pro free (normally a 418 value). Watching web pages spin endlessly? Before you spend your weekend laptop shopping -- or throw the thing out the window -- consider that it might be the software, not your machine, weighing you down. Upgrading your operating system can speed things up, and a fresh download of Microsoft Office can give you new tools for work, school, or home projects. Right now, you can get Windows 11 Pro free with Office priced at 54.97 until we sell out of codes.

Apple has made it easier than ever to merge duplicate photos. Are you tired of scrolling through your Mac's photo library only to find multiple copies of the same photo? Duplicate photos can clutter your storage and make it harder to find the memories you want to cherish. Fortunately, if you're using macOS Ventura or later, Apple has made it easier than ever to find and merge these duplicates right within the Photos app. We'll walk you through how to use the built-in Duplicates finder, as well as some alternative methods for those who need more advanced features.

Google is giving its smart-home range a shake-up, and is discontinuing two of its products to replace them with third-party collaborations. That means, after 12 years, it's time to say goodbye to the Nest Protect Smoke & CO Alarm, and it's also ending production of the Nest x Yale Lock, a smart lock that debuted in 2018. The Nest Protect's replacement comes from First Alert, a well-established player in the smoke detector space. Arriving in the coming months for 130 and available for preorder now, the First Alert Smart Smoke & Carbon Monoxide Alarm will offer safety voice alerts, safety checkups, and the ability to silence alarms from the app. It'll connect with existing Nest Protect devices, so if you have one, you can still install the First Alert system in another spot, and if a fire is detected, both units will sound the alarm. Just like the Protect, it can be set up and controlled through the Google Home app.

Rapidus is set to start the operations of a pilot line at its plant for advanced semiconductors in Chitose, Hokkaido, on Tuesday. The launch of the test line will be an important milestone in Rapidus' aim of beginning mass production at the factory in 2027. Securing domestic output bases for chips, a strategic item, is a pressing issue for Japan at a time when geopolitical risks such as a standoff between the United States and China are becoming more apparent. Rapidus was established in 2022 with investments from Toyota Motor, Nippon Telegraph and Telephone Corp. and other Japanese companies. The Chitose plant is slated to produce cutting-edge semiconductors with a circuit line width of 2 nanometers, expected to be used in artificial intelligence technology and autonomous driving systems.

Remember when AI first came onto the scene? Some people were obsessed, but others (perhaps like yourself) hoped it was just a fad. Regardless of your attitude, it's clear that AI is here to stay. If you haven't looked into how AI can make your workday easier, it may be time to learn how to use the chatbot. While AI can save you time at work and make repetitive tasks less annoying, where do you start?

Four people were killed in a Russian drone attack on Friday in the Ukrainian city of Dnipro. The regional governor said 19 people were injured and a large fire broke out in a hotel and restaurant complex that consumed a high-rise apartment building and 10 homes. Ukraine's military said its air force had struck a border post in Russia's Bryansk region, destroying infrastructure it said was used for drone launches. The General Staff of the Ukrainian Armed Forces said in a statement that the attack was in response to "dozens of daily strikes by attack drones". Ukrainian troops have staged an incursion into Russia's Belgorod region, according to Russian military bloggers.

Overnight, air sirens were heard sounding in several other Ukrainian regions, including the capital Kyiv. It was not immediately clear whether there were any casualties. The Russian military has not commented on the issue. In his video address late on Friday, Ukrainian President Volodymyr Zelensky again accused Russia of targeting Ukrainian energy infrastructure - in violation of a temporary moratorium agreed earlier this month in talks involving the US. Moscow has also repeatedly blamed Ukraine for attacking Russia's energy sector. Russian President Vladimir Putin earlier this week suggested that Ukraine should temporarily be placed under UN control to elect what he called a more "competent" government.