
The Home Depot is well on its way to becoming a Spirit Halloween that also sells weed whackers. Here we are in July, and the retailer is already rolling out its Halloween product lineup. The centerpiece is the latest version of Skelly, the hardware store's viral skeleton. Meet the $279 animatronic Ultra

OpenAI is rolling out a new Study Mode the company says is designed to give students a better understanding of complex topics. Like Claude's Learning Mode, which Anthropic introduced in April, Study Mode will see ChatGPT adopt a

NotebookLM, the Google research tool that gained notoriety for its AI-generated podcasts, is introducing a feature called Video Overviews. As the name suggests, this tool automatically creates videos on requested topi

YouTube will start using machine learning to determine whether viewers should be on a teen account. The company said it plans to start using this AI application on a subset of US users in the coming weeks for a trial before rolling it out to the rest of the market. The tool will assess
Article URL: https://www.science.org/content/article/scienceadviser-cats-confuse-ai
Comments URL: https://news.ycombinator.com/item?id=44724238
Points: 134
# Comments: 65
https://www.science.org/content/article/scienceadviser-cats-confuse-ai
Article URL: https://openai.com/index/chatgpt-study-mode/
Comments URL: https://news.ycombinator.com/item?id=44725764
Points: 316
# Comments: 193
Article URL: http://a64.in/posts/learning-basic-electronics-by-building-fireflies/
Comments URL: https://news.ycombinator.com/item?id=44725757
Points: 77
# Comments: 11
http://a64.in/posts/learning-basic-electronics-by-building-fireflies/
Article URL: https://luebke.us/publications/StochasticTransparency_I3D2010.pdf
Comments URL: https://news.ycombinator.com/item?id=44725945
Points: 8
# Comments: 1
https://luebke.us/publications/StochasticTransparency_I3D2010.pdf


Article URL: https://github.com/jarulraj/periodic-table
Comments URL: https://news.ycombinator.com/item?id=44726280
Points: 20
# Comments: 7


A little idea I got from playing with AI SWE Agents. Can AI help make sure we understand the code that our AIs write?
PR Quiz uses AI to generate a quiz from a pull request and blocks you from merging until the quiz is passed. You can configure various options like the LLM model to use, max number of attempts to pass the quiz or min diff size to generate a quiz for. I found that the reasoning models, while more expensive, generated better questions from my limited testing.
Privacy: Th


Article URL: https://alicegg.tech//2025/07/29/open-source-llm.html
Comments URL: https://news.ycombinator.com/item?id=44726838
Points: 9
# Comments: 2

4 months back I started making an extension named monochromate which was basically a greyscale extension, I realised power of them when I turned it on my phone and the thing is being a programmer most of my time is spent on browsers ... and that's where it don't exist (at least not the perfect solution for my needs).
That's how I came up with it, made it open source, recently passed 100 users over chrome webstore and it have 5-star rating as of now.
and yes you might say that why would I

Article URL: https://haraldagterhuis.substack.com/p/the-great-skills-decay
Comments URL: https://news.ycombinator.com/item?id=44727066
Points: 15
# Comments: 9
https://haraldagterhuis.substack.com/p/the-great-skills-decay

From AI assistants to digital platforms, how can we design for rapid mode switching in real life? Reflections about utilitarian and experiential content and why understanding both matters. https://webdesignernews.com/content-for-fun-vs-content-for-purpose-designing-for-two-distinct-modes-of-consumption/

For years, it’s been faster to create mockups and prototypes of software than to ship it to production. As a result, software design teams could stay “ahead” of engineering. Now AI coding agents make development 10x faster, flipping the traditional software development process on its head. https://webdesignernews.com/ai-has-flipped-software-development/

Now we’re in the agentic era, and that billing octopus grew some new tentacles just for AI agent billing. Or is it a different octopus? I’m not sure. https://webdesignernews.com/the-14-pains-of-billing-for-ai-agents/

Of all the current debates around AI, one critique has stayed with me: that it’s “flattening the bar.” Tools like ChatGPT, the argument goes, make everyone’s writing sound the same — generic, overly polished, stripped of nuance. The concern is real, and I share it. https://webdesignernews.com/ai-is-flattening-language-and-redistributing-power/

Despite promising results on synthetic benchmarks (e.g. Vending-Bench, SpreadsheetBench, DSBench), frontier models consistently underperform once they are deployed in complex, real-world situations. https://webdesignernews.com/can-llms-do-accounting/

We’ve gone through glassmorphism, neumorphism, micro-interactions, and parallax scrolling. Some trends look amazing but add nothing. What’s a design trend you wish would just die already? https://webdesignernews.com/whats-the-most-pointless-trend-in-modern-web-design/

It’s a tough time to be an adult online in the U.K. right now. Last week’s passage of the Online Safety Act, a law aimed at shielding children from inappropriate (read: adult) content, has brought about a version of the internet that feels more like being back in school. You now essentially need a hall pass, in the form of official ID or a live selfie, to go almost anywhere.
T

What’s better than one peptide? A whole stack of them, apparently.
Peptide stacking is the latest health hack going viral online, promising to optimize workouts and overall well-being.
Peptides are short chains of amino acids that help build proteins. As the name suggests, peptide stacking involves taking multiple types of supplements—often in the form of tablets, powders, or injections—at once to enhance their effects and target specific fitness goals, such as building m

German semiconductor materials supplier Siltronic on Tuesday lowered its full-year sales guidance and warned on sales in the next quarter, amidst continued weakness in its semiconductor business and high customer inventories.
The group now expects sales to be in the mid-single-digit percentage range below the previous year, having previously guided towards sales being in the same region as the previous year.
<p

OpenAI has introduced Study Mode in ChatGPT, a step-by-step learning tool that uses guided prompts to encourage deeper discovery.
The post OpenAI Study Mode Brings Guided Learning to ChatGPT appeared first on Search Engine Journal.
https://www.searchenginejournal.com/openai-study-mode-brings-guided-learning-to-chatgpt/55242

If you've finally joined the air fryer revolution, remember these cooking tips to get the most out of your machine. https://www.cnet.com/home/kitchen-and-household/8-essential-tips-for-using-an-air-fryer/#ftag=CADf328eec

The introduction of the UK's Online Safety Act marks a shift in internet culture, the ripples of which are already being felt around the world. https://www.cnet.com/tech/services-and-software/welcome-to-the-era-of-online-age-verification-are-you-ready-to-identify-yourself/#ftag=CADf328eec

A man who doesn't remember his past must find the clues to recover his identity from a city swathed in darkness, in this techno-noir gem. https://www.cnet.com/culture/entertainment/this-shadowy-90s-sci-fi-flick-is-must-see-throwback-and-you-can-watch-it-on-tubi/#ftag=CADf328eec

The payment app's new "Pools" peer-to-peer payment option lets you use your digital wallet to pay. https://www.cnet.com/personal-finance/banking/you-can-now-use-apple-pay-and-google-pay-on-cash-app/#ftag=CADf328eec

JPMorgan says Apple's first foldable will be part of the iPhone 18 lineup next year. https://www.cnet.com/tech/mobile/foldable-iphone-will-launch-september-2026-for-a-cool-1999-report-says/#ftag=CADf328eec

Public rides in Dallas are slated to begin next year. In the meantime, here's everywhere the self-driving service operates now, and where it's set to arrive in the future. https://www.cnet.com/roadshow/news/waymo-is-expanding-to-dallas-everything-to-know-about-the-robotaxi/#ftag=CADf328eec

Study Mode won't just give students an answer -- it'll try to continue working with them to help them get to the correct conclusion. https://www.cnet.com/tech/services-and-software/chatgpt-study-mode-aims-to-circumvent-the-brain-atrophy-problem-with-ai-in-education/#ftag=CADf328eec

NordVPN is already a great VPN for Android, and now the company aims to warn you about spam calls on mobile devices. https://www.cnet.com/tech/services-and-software/nordvpn-debuts-scam-call-protection-for-android/#ftag=CADf328eec

Replace these items in your kitchen to reduce your exposure to microplastics. https://www.cnet.com/health/these-kitchen-items-are-hiding-millions-of-microplastics-heres-what-to-swap-them-out-for/#ftag=CADf328eec

Around 72,000 selfies and ID photos were exposed after being stored in a "legacy data system" containing information from more than two years ago. Recent DMs might also have been accessed. https://www.cnet.com/tech/services-and-software/the-tea-app-data-breach-what-happened-and-what-was-exposed/#ftag=CADf328eec

Netflix has announced the cast for its upcoming Pride and Prejudice remake, and there’s a complete miscast that reminds me nobody needs more Jane Austin on screen.

Warner Bros. Discovery has revealed the two new corporate entities for when the media company splits in mid-2026, but it has me worried about Discovery+.

VPN usage continues to soar in the UK, but will the government crack down?

The ROG Xbox Ally handhelds are edging closer than ever to launch, and it looks like they may be right around the corner, according to a new leak.

Five EU countries are set to test an age verification app to protect children, despite privacy and security concerns.

NordVPN has just rolled out a privacy-first spam call protection tool for Android users, amid rising financial losses.

Google has upgraded its AI Mode with the ability to upload PDFs, a new Canvas feature, and Search Live for desktop.

Capcom has announced new changes to Monster Hunter Wilds' roadmap, which includes bringing endgame content closer to release.

Someone planted a trojanized version of a tool on a product-specific downloads page.

The trailer for Avatar: Fire and Ash has finally arrived, giving us our first look at the new movie.

Meta revealed the ideal VR gaming session is 20 to 40 minutes, and might have teased how its hardware will evolve next.

To get the most out of the Miele WQ 1000 WPS, you’ll need to buy into the company’s TwinDos detergent system and its additional Caps. You can use the machine without, but this isn’t really what it’s designed for. Used as it should be, this is an incredible washing machine. It’s brilliantly designed, its [...]
The post Miele WQ 1000 WPS Review appeared first on Trusted R

OPINION: I’ve had enough of curved smartphones screens, which offer downsides but no added utility. Isn’t it time that all smartphones had flat screens? Android manufacturers have, as usual, started the year in style with the release of a bucketful of flagship phones. However, there’s one trend in common with most of these pricey devices [...]
The post Fast Cha
It’s the weekend, meaning its time for another edition of Trusted Reviews’ Winners and Losers. Its been a week packed with phone, tablet and laptop launches thanks to MWC 2022, prompting us to crown the massive tech event this week’s winner. Picking out a loser was a little trickier this week. Amazon announced that it [...]
The post Win

OPINION: Apple has confirmed that it will be holding a new event on Tuesday, with rumours suggesting the company could unveil an iPhone SE 2022, new iPad and a 13-inch MacBook Pro. As the Computing Editor, my interest is firmly focused on the the 13-inch MacBook Pro, but I’m finding it difficult to get excited [...]
The post Ctrl+Alt+Delete: It’s time

I currently use an add-on program that lets me put my Windows 11 taskbar at the top of my monitor. It’s one of the many ways in which Windows 11 is a step back from Windows 10, and here’s another: when you open the Notification Center from a secondary moni

It’s official: Peacock’s with-ads plan is now the priciest of its big-name streaming competitors. At the same time, Peacock has rolled out a new, cheaper plan aimed at budget-conscious cord-cutters—but you’ll be missing some of the streamer’s biggest offerings in the bargain.
Available now for new and current subscribers, Peacock Select costs $7.99/month o

Multi-screen laptops are a thing, and have been a thing for a while. I vividly remember the ThinkPad W700DS, which had a pull-out, secondary screen years before people started packing USB monitors in their bags. But what about a laptop with a secondary touchscreen, in a convenient place, and a lot smaller than any similar design I’ve seen?
The SZBox DSX156

According to a new research paper by Microsoft’s AI for Good Lab, humans are surprisingly (or maybe not-so-surprisingly) bad at detecting and recognizing AI-generated images.
The study collected data from an online “Real or Not Quiz” game, involving over 12,500 global participants who analyzed approximately 287

With its silky performance and razor-sharp video resolution, the Apple TV 4K has been my streaming box of choice for years, but it has some quirks that drive me up the wall.
For instance, why does the TV button on the Siri Remote send you to the Apple TV app rather than the main Apple TV home screen? What’s with those Apple TV+ video promos that start playing

Windows 10, 10 years past. Looking back, I think that the one thing Windows 10 offered more than anything else was: optimism.
Ten years ago today, Windows 10 launched. My review of Windows 10 still feels familiar, just like

Tripods are essential tools for Photographers and Videographers. However, many of them still struggle with the same persistent issues in their tripod setups — bulky weight, cumbersome switching between shooting modes, limited stability at extreme angles, and inefficient quick-release systems.

There are two great deals on some of AMD's best gaming chips right now.


If you're in the market for a new mouse that won't totally break the bank then today is your lucky day. Right now, our favorite mouse for productivity is down to a record-low price. You can pick up the


Sex toy company Lovense is leaking the email addresses of its app users and allowing account takeovers without asking for a password, according to a security researcher. As reported by TechCrunch, BobDaHacker, who describes themself as an ethical hacker committed to exposing and reporting security vulnerabil

Google is updating AI Mode on desktop this week with the ability to process images, so you can ask it detailed questions about the pictures like you already can on mobile. In the coming weeks, the company is also adding support for PDF uploads on desktop, which could help you digest lengthy course or work materials. You can ask AI Mode to summarize the document


Elgato just introduced a novel new webcam with a pro-grade feature. The Facecam 4K allows users to mount lens filters for unique effects. This is the first time a webcam has offered this functionality.

After kicking off its PS Plus 15th anniversary celebrations last month, Sony has announced the PS Plus Monthly games for August. From August 5, members of al

Article URL: https://github.com/multikernel/kernelscript
Comments URL: https://news.ycombinator.com/item?id=44722518
Points: 16
# Comments: 0

Article URL: https://biffweb.com/p/structuring-large-codebases/
Comments URL: https://news.ycombinator.com/item?id=44723818
Points: 16
# Comments: 2

Article URL: https://cucumber.io/
Comments URL: https://news.ycombinator.com/item?id=44723098
Points: 32
# Comments: 39
Article URL: https://observablehq.com/notebook-kit/
Comments URL: https://news.ycombinator.com/item?id=44724068
Points: 78
# Comments: 25

The ELF Injector allows you to "inject" arbitrary-sized relocatable code chunks into ELF executables. The code chunks will run before the original entry point of the executable runs.
Included in the project are sample chunks as well as a step-by-step tutorial on how it works.
It's a mix of C and assembly and currently runs on 32-bit ARM though it's easy to port to other architectures.
Comments URL: https://news.ycombina
Article URL: https://googleprojectzero.blogspot.com/2025/07/reporting-transparency.html
Comments URL: https://news.ycombinator.com/item?id=44724287
Points: 25
# Comments: 8
https://googleprojectzero.blogspot.com/2025/07/reporting-transparency.html

Hi HN, Hussain and Dan from Xorq here.
After years of struggling with scaling compute that worked in notebooks but failed in production, we decided to do something about it. Data has standards like Iceberg and Delta. But compute is still a mess—trapped in notebooks, duplicated effort across teams, or baked into custom Airflow DAGs. We think of Xorq as the missing analog to Apache Iceberg, but for compute.
We’ve spent the last year building Xorq, an *compute catalog* that helps teams *reu


Article URL: https://blog.opencore.ch/posts/the-convenience-trap-2fa/
Comments URL: https://news.ycombinator.com/item?id=44724842
Points: 4
# Comments: 0
It's a web app that uses AI to turn any book into a playable text adventure. Your favorite book, but your choices, hence your story. You can even "remix" the genre like playing Dune as a noir detective story.
Note: Work in progress. Suggestions are welcome.
Comments URL: https://news.ycombinator.com/item?id=44725202
Points: 23
# Comments: 9
Hi HN! We're Yujong, John, Duck, and Sung from Hyprnote (https://hyprnote.com). We're building an open-source, privacy-first AI note-taking app that runs fully on-device. Think of it as an open-source Granola. No Zoom bots, no cloud APIs, no data ever leaves your machine.
Source code: https://github.com/fastrepl/hyprnote Demo video: https:/


Most U.S. adults say they use artificial intelligence to search for information, but fewer are using it for work, drafting email, or shopping.

Google Search expands AI Mode with PDF uploads, planning tools, video input, and Chrome integration, offering new ways to interact with search.
The post Google AI Mode Update: File Uploads, Live Video Search, More appeared first on Search Engine Journal.
https://www.searchenginejournal.com/google-ai-mode-update-file-u

No need to bury the lede: more developers are using AI tools, but their trust in those tools is falling. https://stackoverflow.blog/2025/07/29/developers-remain-willing-but-reluctant-to-use-ai-the-2025-developer-survey-results-are-here/

The store's latest version of its popular skeleton decoration is about half the size, but it has animated features and can talk. https://www.cnet.com/news/the-famous-home-depot-skelly-finds-its-voice-with-new-app-for-halloween/#ftag=CADf328eec

The new photo harmonization tool cuts the manual work of editing, recoloring and relighting down to a couple of minutes. https://www.cnet.com/tech/services-and-software/photoshops-new-ai-tool-wants-to-help-you-spend-less-time-relighting-photos/#ftag=CADf328eec

If your home AC doesn't seem to be working right, I've found several key changes that make a world of difference. https://www.cnet.com/how-to/ac-fixes-to-cool-down-your-too-hot-home-this-summer/#ftag=CADf328eec

Dietitians share why whole milk is making a comeback and if it belongs in your fridge. https://www.cnet.com/health/whole-milk-is-popular-again-but-is-it-right-for-you-we-asked-dietitians/#ftag=CADf328eec

This five-step routine can help relax your mind and body before bed, leading to a better night's rest. https://www.cnet.com/health/sleep/the-10-3-2-1-0-sleep-hack-may-kick-your-restless-nights-to-the-curb/#ftag=CADf328eec

Aly Lopez highlights today's tech news, including Trump's recent executive orders around AI, Meta pulling its political ads in the EU and Intel's drastic workforce reduction. https://www.cnet.com/videos/trumps-ai-action-plan-tech-company-layoffs-and-more-tech-today/#ftag=CADf328eec