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Bayes, Bits and Brains

Bayes, bits & brains This site is about probability and information theory. We'll see how they help us understand machine learning and the world around us. A few riddles More about the content, prerequisites, and logistics later. I hope you get a feel for what this is about by checking out the following riddles. I hope some of them nerd-snipe you! 😉 You will understand all of them at the end of this minicourse. 🧠 Intelligence test Test your intelligence with the following widget! You will be

We should have the ability to run any code we want on hardware we own

Sideloading has been a hot topic for the last decade. Most recently, Google has announced further restrictions on the practice in Android. Many hundreds of comment threads have discussed these changes over the years. One point in particular is always made: “I should be able to run whatever code I want on hardware I own”. I agree entirely with this point, but within the context of this discussion it’s moot. “I should be able to run whatever code I want on hardware I own” When Google restricts y

Survey: a third of senior developers say over half their code is AI-generated

Fastly’s July 2025 survey of 791 developers found a notable difference in how much AI-generated code is making it into production. About a third of senior developers (10+ years of experience) say over half their shipped code is AI-generated — nearly two and a half times the rate reported by junior developers (0–2 years of experience), at 13%. “AI will bench test code and find errors much faster than a human, repairing them seamlessly. This has been the case many times,” one senior developer sai

Launch HN: VibeFlow (YC S25) – Web app generator with visual, editable workflows

Hi HN! We’re Alessia and Elia, the founders of VibeFlow ( https://vibeflow.ai ). VibeFlow lets semi-technical people (i.e. people with some technical skill but who are not professional programmers) build full-stack web apps from natural language prompts, while making the underlying business logic clear and editable as a visual workflow. Demo video: https://www.youtube.com/watch?v=-CwWd3-b1JI The problem we’re trying to solve: today, people who want to build apps without coding often have to sti

Installing UEFI Firmware on ARM SBCs

I am a huge fan of my Rock 5 ITX+. It wraps an ATX power connector, a 4-pin Molex, PoE support, 32 GB of eMMC, front-panel USB 2.0, and two Gen 3×2 M.2 slots around a Rockchip 3588 SoC that can slot into any Mini-ITX case. Thing is, I never put it in a case because the microSD slot lives on the side of the board, and pulling the case out and removing the side panel to install a new OS got old with a quickness. I originally wanted to rackmount the critter, but adding a deracking difficulty multi

J. Crew Is in Hot Water After Its “Vintage” Ad Turned Out to Be Faked Using AI

The American clothing brand J. Crew is under fire after it was revealed that the company used AI to guzzle up its own aesthetic and promote ads with seemingly fake models. The images, which were published to Instagram earlier this month, don't raise immediate alarm bells. Presumed human men are pictured embodying J. Crew's vintage Americana-prep aesthetic: vibing on boats, cycling past storefronts in muted colors, drawing and painting in their paint-splattered studio, and so on. But as style b

OpenAI is testing "Thinking effort" for ChatGPT

OpenAI is working on a new feature called the Thinking effort picker for ChatGPT. With the Thinking effort picker, you can choose how hard ChatGPT can think. When a model thinks harder, it doesn't necessarily mean a great response. You might not want the model to think harder when you're not sure what to do tomorrow. However, you may want the model to think harder when you're working on a complex topic, such as econometrics, bond valuation, healthcare and so on. As spotted on X, OpenAI is te

Older developers are down with the vibe coding vibe

For those who thought AI vibe coding was just for the youngsters, newly published research shows that developers with over 10 years of experience are more than twice as likely to do it. According to a July survey of 791 US developers from cloud services platform Fastly, around a third of senior developers with more than a decade of experience are using AI code-generation tools such as Copilot, Claude, and Gemini to produce over half of their finished software, compared to 13 percent for those d

I'm a Runner with Over 15 Years of Running Experience. These Are the Best Treadmills of 2025

The first thing I noticed about the NordicTrack Commercial 2450, NordicTrack's newest addition to its commercial treadmill series, is the touchscreen. It has a 22-inch HD touchscreen that resembles a desktop computer screen, so it's huge. It also tilts and pivots so you can adjust it for different uses, like if you want to take workout classes on the floor. The treadmill itself is also on the bigger side since it's a commercial treadmill, but it does fold up using its easylift assist feature, so

Extreme Heat Makes Your Body Age Faster

It is well known that heat causes exhaustion in the body due to dehydration. But aging? A recent study concluded that extreme heat accelerates the aging of the human body, a worrying fact given the increasing frequency of heat waves due to climate change. The researchers are not talking about the effects of solar radiation on the skin, but biological aging. Unlike chronological age—that answer that you give when asked how old you are—your biological age reflects how well your cells, tissues, a

AI agents are science fiction not yet ready for primetime

is The Verge’s senior AI reporter. An AI beat reporter for more than five years, her work has also appeared in CNBC, MIT Technology Review, Wired UK, and other outlets. This is The Stepback, a weekly newsletter breaking down one essential story from the tech world. For more on all things AI, follow Hayden Field. The Stepback arrives in our subscribers’ inboxes at 8AM ET. Opt in for The Stepback here. How it started It all started with J.A.R.V.I.S. Yes, that J.A.R.V.I.S. The one from the Marve

Daily Hub is one of the worst Pixel features I’ve ever used

Joe Maring / Android Authority One of my favorite reasons for using a Google Pixel phone is the incredible suite of Pixel-exclusive software features. Whether it’s Now Playing automatically identifying songs or using the numerous Call Assist tools to make phone calls less of a headache, it’s these features that make using a Pixel so special. Google has ushered in a load of additional software tricks with the Pixel 10 series, one of them being Daily Hub. Daily Hub is supposed to be a one-stop s

Finally, a lightweight Windows laptop that could seriously replace my MacBook Air

LG Gram 17 (2025) ZDNET's key takeaways The LG Gram 17 (2025) is available now for $1,699. You won't find a thinner, lighter 17-inch laptop out there, and the Intel "Lunar Lake" processor is a big upgrade from last year's model. The touchscreen is wobbly, the black matte finish attracts fingerprints, and I wish it had a haptic trackpad. View now at LG View now at Best Buy more buying choices Follow ZDNET: Add us as a preferred source on Google. So you like a big screen, 17-inch laptop, but y

Topics: 17 gram laptop lg pro

Today's NYT Mini Crossword Answers for Sunday, Aug. 31

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.

Big Tech Companies in the US Have Been Told Not to Apply the Digital Services Act

Trouble is brewing for the Digital Services Act (DSA), the landmark European law governing big tech platforms. On August 21, the Federal Trade Commission (FTC), sent a scathing letter to a number of tech giants, including Google, Meta, Amazon, Microsoft, and Apple. The letter's subject: the European Digital Services Act cannot be applied if it jeopardizes freedom of expression and, above all, the safety of US citizens. The opening of the letter—signed by FTC chairman Andrew Ferguson—features a

Building a Jeopardy Game for Laravel Live Denmark

August 27, 2025 By Mathias Hansen A crazy idea that turned into a fun mashup of software and hardware...and all of it with Laravel As a co-organizer and the MC of Laravel Live Denmark, I was tasked with helping to come up with an idea for entertainment during the conference. Entertaining on stage gets me pretty excited. Inspired by PHP Jeopardy, we decided to give Laravel Jeopardy a go this year. But this wasn't going to be just Jeopardy. I decided to go a little bit wild and build an enti

Can cheaper lasers handle short distances?

Optical technology is well established for long-haul communications, but the distances it serves are shrinking — especially in the data center. Vertical-cavity surface-emitting lasers (VCSELs) already drive short fiber links. But efforts are underway to further scale them down to provide more connections through waveguides than fiber can provide. “We have seen the transition from long haul to metro-to-local area networks and then into the data center,” said Suresh Jayaraman, senior director fo

Disney Gives New Looks at ‘Toy Story 5,’ ‘Zootopia 2,’ and More

Originality is still alive at Disney, and it’s taking the form of 2026’s Hexed. Unveiled during the studio’s Destination 23 event, the Walt Disney Animation Studios film from Zootopia and Raya and the Last Dragon artist Josie Trinidad and Moana 2 co-director Jason Hand centers on “an awkward teenage boy and his Type – A mom,” per the logline. When they discover his oddness is actually magic powers manifesting, they learn of a secret world of magic that’ll forever transform their lives. (A premi

Today's Wordle Hints, Answer and Help for Aug. 31, #1534

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.

Show HN: OpenAnimation – KMP app for exploring and editing Lottie animations

OpenAnimation ✨ Check out the live web version: openanimation.web.app ✨ Discover and draw inspiration from a curated collection of beautiful Lottie animations, all powered by Kotlin Multiplatform. 🔥 New Features 🙏 Libraries Used Contributing Contributions are welcome! Please feel free to submit a Pull Request. License This project is licensed under the MIT License - see the LICENSE file for details. 🚀 Roadmap & TODO Features

How to design a DBMS for Telco requirements

My name is Mikael Ronstrom and I work for Hopsworks AB as Head of Data. I also assist companies working with NDB Cluster as self-employed consultant. I am a member of The Church of Jesus Christ of Latter Day Saints. I can be contacted at mikael dot ronstrom at gmail dot com for NDB consultancy services. The statements and opinions expressed on this blog are my own and do not necessarily represent those of Hopsworks AB.

Why did dlclose not unload the library? (2023)

Recently, at work, we were debugging an issue where dlclose was not unloading the library . You might wonder why that even matters - if your library contains any global symbols, then their state will persist across a dlopen, dlclose sequence. In other words, your library isn’t starting from a clean state every time. In the case we were debugging, this issue manifested in the following fashion: We had two libraries libA and libB and libA dynamically depends on libB. When you dlopen libA, it also

My Failures Onboarding at Splunk

In the fall of 2021, I found myself burnt out both professionally and personally. I was ready for a change. At NCR I was proud of what our team had accomplished - we built a group of over seventy people across four timezones, leading the journey to the cloud, and adopting better incident response and observability. The pandemic, however, had taken a great toll on me and my family. I spent much of it working long hours making sure restaurants could continue to conduct business and survive, at the

No Amount of Money Can Make People Want to Work for Zuck

How much would you have to get paid to spend any amount of time with Mark Zuckerberg? For some of the folks who have joined Meta’s AI team, millions of dollars simply is not enough. According to a new report from the Financial Times, the Meta AI lab is such a mess (and presumably, Zuck is such a bad hang) that recent hires have threatened to quit within days of joining, and promotions have been handed out just to keep people from leaving. FT points to Shengjia Zhao, Meta’s “chief AI scientist,”

Razer Blade 14 (2025) Review: A Slim Gaming Powerhouse With a Trackpad That Drove Me Mad

2025 There has to be a laptop that does it all and won’t break my back as I haul it around town. I’m sure every mobile-minded gamer has asked themselves that question and come away without a good answer. The one arena I keep coming back to is the 14-inch gaming laptop. Today’s tiny beasts have the performance necessary to keep up with 16- or 18-inch laptop without needing to lug around a huge chunk of aluminum. What’s not to like? Here’s the kicker: it’s only getting more expensive to achieve t

Acer’s Awesome Budget Laptop Is Even Better Now That It's at $500 for Labor Day

CNET's key takeaways Laptop prices are on the rise -- and the more they increase, the better Acer's Aspire 14 AI looks. The Acer Aspire 14 AI is available for $500 at Costco $625 at Amazon The Intel Lunar Lake CPU offers good performance for the price and long battery life. The display and design won't wow you. When I reviewed it in April, it cost $700 at Costco and was the cheapest Copilot Plus PC I had reviewed. Fast-forward two months, and a Labor Day deal has brought that price down to

Your Body Ages Faster Because of Extreme Heat

It is well known that heat causes exhaustion in the body due to dehydration. But aging? A recent study concluded that extreme heat accelerates the aging of the human body, a worrying fact given the increasing frequency of heat waves due to climate change. The researchers are not talking about the effects of solar radiation on the skin, but biological aging. Unlike chronological age—that answer that you give when asked how old you are—your biological age reflects how well your cells, tissues, a