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AI Adoption Rate Trending Down for Large Companies

The US Census Bureau conducts a biweekly survey of 1.2 million firms, and one question is whether a business has used AI tools such as machine learning, natural language processing, virtual agents or voice recognition to help produce goods or services in the past two weeks. Recent data by firm size shows that AI adoption has been declining among companies with more than 250 employees, see chart below. This presentation may not be distributed, transmitted or otherwise communicated to others in w

Analog optical computer for AI inference and combinatorial optimization

Experimental set-up The key components of our experimental set-up are shown in Fig. 1a and Extended Data Fig. 1. Optical subsystem The optical subsystem performs matrix–vector multiplication. The basic components are the optical sources (input vector), a system of fan-out optics to project the light onto the modulator matrix and a system of fan-in optics to project the light onto a photodetector array (output vector). The corresponding schematic is shown in Extended Data Fig. 2. The incohere

Hyundai’s eVTOL startup Supernal pauses work following CEO and CTO departures

Hyundai’s electric air taxi startup Supernal has paused work on its aircraft program after a rocky few months that saw staff cuts and the departure of its CEO and CTO, two people familiar with the matter told TechCrunch. The shakeup comes at a time when Supernal has barely gotten off the ground — literally. The first test flight of its technology demonstrator happened earlier this year. And though Supernal has performed subsequent tests, the company was still working toward its first untethered

Get one year of Paramount+ for as low as $30 right now

Sometimes, rising prices for streaming services feels as inevitable as death and taxes. So when a serious discount is available, we tend to sit up and take notice. For a few weeks, you can get a whopping half off an annual subscription to Paramount+. A year of the Paramount+ Essential plan, which is ad-supported, will cost $30 compared to the usual $60. Paramount+ Premium, which is ad-free except for live tv programming, will cost $60 for a year instead of $120. This is a substantial deal that

Starlink Halves the Cost of Its Dish for New Sign-Ups

For households in rural areas or regions where traditional ISPs still fall short, Starlink has become a lifeline for fast, reliable internet. The satellite service has opened up access in places that once had few options, and now it's rolling out one of its most affordable offers yet for new customers. Right now, the Starlink standard kit is marked down to $175, which is a 50% cut from its usual $349 price. Unlike past promotions that were limited to certain areas, this discount is available na

Lights With Ears: Lepro's New AI-Powered Lighting Listens to Your Plans

Lighting company Lepro pulled up to IFA (Innovation for All) 2025 with a fun new trick I've haven't seen before in home lighting: Centerpiece lights with microphones equipped to hear voice commands and an LLM-style AI to interpret them. Lepro calls this new line the AI Lighting Pro series. It includes an ultra-stylish tabletop lamp designed like a planetary orbit model, an LED strip light, a neon rope light and a thin floor lamp. One thing they all have in common -- a mic listening for the wake

Apple TV+ sees early Emmys success with wins for Severance and The Studio

The 77th Emmy Awards ceremony officially takes place next Sunday, where the biggest industry TV awards will be given out. But, the Emmys actually has so many awards they reveal some of the winners a week early. Based on these preliminary results, Apple TV+ is set for success. In total, the service amassed 15 wins, thanks to its powerhouse players this season of comedy The Studio and sci-fi drama Severance. The Studio has been the frontrunner to win the prestigious Outstanding Comedy Series awa

X-COM creator Julian Gollop discusses his most important games (2019)

Julian Gollop's PC Gamer columns Did you know Julian Gollop has written four columns for us, including subjects like the creation of the deck builder genre? Find them all here. This article was originally published in issue 313 of Edge, an extremely good magazine about computer games. Subscribe here in print or digital. Of a generation of early British game creators, only a handful are still making games today. Still fewer have threaded their careers through so many of the tectonic shifts and

The key to getting MVC correct is understanding what models are

Smalltalk MVC is defined in Design Pattern as: MVC Consists of three kinds of objects. The Model is the application object, the View is its screen presentation, and the Controller defines the way the user interface reacts to user input. However this definition has been abused over the years - Back in 2003 I gave a talk citing how bad Apple’s definition was. At the time it stated: A view object knows how to display and possibly edit data from the application’s model… A controller object acts a

Braincraft challenge – 1000 neurons, 100 seconds, 10 runs, 2 choices, no reward

Table of Contents Introduction The computational neuroscience literature abounds with models of individual brain structures, such as the hippocampus, basal ganglia, thalamus, and various cortical areas — from visual to prefrontal. These models typically aim to explain specific functions attributed to each structure. For instance, the basal ganglia are often modeled in the context of decision-making, while the hippocampus is associated with episodic memory and spatial navigation through place c

The MVC definition has been abused

Smalltalk MVC is defined in Design Pattern as: MVC Consists of three kinds of objects. The Model is the application object, the View is its screen presentation, and the Controller defines the way the user interface reacts to user input. However this definition has been abused over the years - Back in 2003 I gave a talk citing how bad Apple’s definition was. At the time it stated: A view object knows how to display and possibly edit data from the application’s model… A controller object acts a

Please, ‘Highlander’ Reboot, Don’t Waste Djimon Hounsou

The upcoming Highlander movie continues to build out its cast: after recently nabbing Karen Gillan and Dave Bautista of Guardians of the Galaxy fame, we’ve got another Marvel alum in Djimon Hounsou. Per the Hollywood Reporter, Hounsou will play an immortal African warrior and presumably cross paths with either Henry Cavill’s Connor MacLeod or Bautista’s villainous Kurgen. We really don’t know much about this movie, save for director Chad Stahelski’s aim to expand upon the mythology from the pre

The Robot Vacuum’s Next Humble Trick: Climbing Stairs

Stair-climbing robot vacuums are actually about to be a reality, sort of. That’s courtesy of a little baby trend at IFA 2025 of robot vacuums slipping into something more climbable—a little caddy that carries them upstairs when it’s time to move floors, then waits to carry them back down when they’re done. The first one we encountered was the Eufy MarsWalker. Then, it turned out that Dreame had one, too, using almost the exact same approach, only it’s weirdly much scarier-looking. Both have a s

How to Babyproof Your Home (2025)

As a new parent myself, I can tell you unequivocally that when babies become mobile, the world becomes their playground. Coffee tables become climbing gyms, cabinets become treasure troves, and phone chargers become rope toys. Babyproofing your home isn’t about bubble-wrapping your life; it’s about thinking like a young mind and getting one step ahead of curiosity. We’re here to help: This guide will help you spot hidden dangers, make smart fixes, and provide a safe space for little ones to expl

The Universe Within 12.5 Light Years

The Universe within 12.5 Light Years The Nearest Stars Number of stars within 12.5 light years = 33 About the Map This map shows all the star systems that lie within 12.5 light years of our Sun. Most of the stars are red dwarfs - stars with a tenth of the Sun's mass and less than one hundredth the luminosity. Roughly eighty percent of all the stars in the universe are red dwarfs, and the nearest star - Proxima - is a typical example. Information on the Nearest Stars Sun - Type= G2 , Magnitu

Anti-AI Activist on Day Three of Hunger Strike Outside Anthropic's Headquarters

AI fever might have an iron grip on Fortune 500 CEOs, Wall Street traders, and government officials, but there are still some out their immune to the tech industry's charms. For evidence, look no further than activist and organizer Guido Reichstadter, who's currently running on day three of a hunger strike on the front steps of the headquarters of the AI giant Anthropic. In a statement posted to LessWrong — a forum kickstarted in 2009 by AI critic Eliezer Yudkowsky — Reichstadter explained tha

Noah Hawley Elaborates (a Little) on His Never-Made ‘Star Trek’ Movie

As Star Trek eases out of its TV revival era, winnowing down its number of series to just a handful (Strange New Worlds, the upcoming Starfleet Academy), Paramount has signaled fresh interest in returning the stalwart sci-fi franchise to the big screen. As fans know, it’s been trying to make that move for years now, with stop-and-start progress on a fourth Star Trek movie to continue the “Kelvin timeline” adventures. Among the many creatives to be associated with the project is Noah Hawley, cur

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This Pricey Thermostat Has Nearly Paid for Itself by Saving Me Money, and It's on Sale Right Now

CNET's key takeaways $240 Automated Eco Modes make energy saving easy, even if you don't have time to plan out your schedule. Local utility rebates may also help make the thermostat more affordable. When friends walk past my Nest Learning Thermostat Gen 4 for the first time, they often stop and stare. The thermostat can detect nearby movement and lights up with a beautiful display of the outside weather, like setting suns or shifting rain animations. That beauty comes at a cost, nearly $300

13 of the Best Peacock Shows to Stream This Weekend

Peacock costs more after a summer price hike but the streamer's reliably entertaining lineup of NBC and Bravo favorites could mean you're keeping it around. If you aren't dropping it, the platform's original series are also worth checking out. Peacock has highly rated options such as the 2024 Eddie Redmayne assassin series, The Day of the Jackal, and the new The Office spinoff, The Paper. If you're poking around for something to watch, you can't go wrong with these 13 standout shows. Peacock no

I ditched Docker for Podman

Beginnings I'm old enough to remember when Vagrant looked like a promised land where every development environment would look the same. Differences between language versions, as well as some unusual OS version differences, resulted in a few days of unproductive debugging of your development environment. I've had similar excitement when I started my first Docker Swarm (who uses that these days?!) - it felt revolutionary. Docker wasn't just a tool - it fundamentally changed how we thought about a

New Study Upends Origin Theory of Mysterious Interstellar Object

Ever since interstellar object 3I/ATLAS streaked into our solar system, astronomers have been scrambling to understand how this likely comet got here—and more importantly, perhaps, where it came from. As only the third interstellar object ever discovered, 3I/ATLAS offers a rare chance to study remnants of solar systems beyond our own, briefly bringing the distant galaxy within reach. But before we get into the new study, imagine the Milky Way as a kind of celestial sandwich: Inside is a thin d

Anker’s New Prime 300W Power Bank Is the Last Portable Battery You’ll Ever Need

Anker showed off a few powerful charging and computer accessories at IFA 2025 this year, and they put out just a wacky amount of power. That’s especially true of the Prime 300W Power Bank and the Prime Docking Station, which features what the company calls “the first triple display charging dock with stable 8K display output.” The Prime 300W Power Bank has enough juice to charge two laptops and a phone at once using its two USB-C and single USB-A ports. Its screen—which was hard to see under th

OpenAI hires the team behind Xcode coding assistant Alex

Acqui-hires feel like they’re here to stay: The team behind Alex, a popular tool that lets developers use AI models within Apple’s development suite Xcode, is joining OpenAI. In a post on X, Alex’s founder Daniel Edrisian said the startup’s team is joining OpenAI’s Codex division, which is building the company’s AI coding agent. Y Combinator-backed Alex was founded in 2024 and sought to integrate AI models into Xcode. Apple, however, earlier this year updated Xcode to let users tap ChatGPT and

Paramount+ deal: Get 50 percent off annual subscriptions

Sometimes, rising prices for streaming services feels as inevitable as death and taxes. So when a serious discount is available, we tend to sit up and take notice. For a few weeks, you can get a whopping half off an annual subscription to Paramount+. A year of the Paramount+ Essential plan, which is ad-supported, will cost $30 compared to the usual $60. Paramount+ Premium, which is ad-free except for live tv programming, will cost $60 for a year instead of $120. This is a substantial deal that

BMW and Qualcomm announce jointly developed driver assistance system

Qualcomm's driver-assistance system Snapdragon Ride Pilot will debut on the BMW iX3 electric SUV, offering hands-free highway driving, automatic lane changes and parking assistance. The jointly developed software stack announced today will be powered by Snapdragon Ride system-on-chips and will make its first formal appearance at IAA Mobility 2025. Snapdragon Ride Pilot is a Level 2+ driver-assistance system, not self-driving, which means drivers will still be responsible for supervising the veh

Fil's Unbelievable Garbage Collector

Fil's Unbelievable Garbage Collector Fil-C uses a parallel concurrent on-the-fly grey-stack Dijkstra accurate non-moving garbage collector called FUGC (Fil's Unbelievable Garbage Collector). You can find the source code for the collector itself in fugc.c, though be warned, that code cannot possibly work without lots of support logic in the rest of the runtime and in the compiler. Let's break down FUGC's features: Parallel: marking and sweeping happen in multiple threads, in parallel. The more

Darth Vader’s Lightsaber Sets New Sale Record at Sci-Fi Movie Auction

How much would you be willing to pay for Darth Vader’s lightsaber from Empire Strikes Back and Return of the Jedi? For at least one lucky fan, the answer was more than $3.65 million. The lightsaber sold for a cool $3,654,000 on Thursday—a record for a Star Wars item sold at auction. It sold as part of the first day lots of Propstore’s Los Angeles Entertainment Memorabilia Live Auction and is the only hero lightsaber across the two films “with verifiable screen use ever” to ever come to public a

The blueprint for lasting companies and communities with Discord’s Jason Citron and Campuswire’s Tade Oyerinde at TechCrunch Disrupt 2025

When you design for people instead of institutions, you don’t just build a product. You build a movement. That’s the idea behind this live Builders Stage session called “Creating Communities and Companies That Last,” only at TechCrunch Disrupt 2025 on October 27-29 at San Francisco’s Moscone West. This fireside chat brings together Jason Citron, founder and former CEO of Discord, and Tade Oyerinde, founder, CEO, and chancellor of Campus and Campuswire, for a conversation about building long-ter

OpenAI hires the team behind Xcode coding assistant Alex Codes

Acqui-hires feel like they’re here to stay: The team behind Alex Codes, a popular tool that lets developers use AI models within Apple’s development suite Xcode, is joining OpenAI. In a post on X, Alex Codes’ founder Daniel Edrisian said the startup’s team is joining OpenAI’s Codex division, which is building the company’s AI coding agent. Y-Combinator-backed Alex Codes was founded in 2024 and sought to integrate AI models into Xcode. Apple, however, earlier this year updated XCode to let user

Gemini’s coming, but are you dreading the big Google Home speaker shakeup?

Jimmy Westenberg / Android Authority 🗣️ This is an open thread. We want to hear from you! Share your thoughts in the comments and vote in the poll below — your take might be featured in a future roundup. It’s been a long time coming, but Gemini will finally be rolling out to Google Home speakers at the beginning of next month. Some consumers are undoubtedly rejoicing at the news of the far more powerful voice assistant usurping Assistant on their smart home cornerstones. But while upgrades are