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A Software Development Methodology for Disciplined LLM Collaboration

Disciplined AI Software Development - Collaborative A structured approach for working with AI on development projects. This methodology addresses common issues like code bloat, architectural drift, and context dilution through systematic constraints. The Context Problem AI systems work on Question → Answer patterns. When you ask for broad, multi-faceted implementations, you typically get: Functions that work but lack structure Repeated code across components Architectural inconsistency ove

Meschers: Geometry Processing of Impossible Objects

Meschers: Geometry Processing of Impossible Objects Fig. 1. The mescher is a geometry representation that allows rendering and relighting impossible objects (left), as well as performing intrinsic geometry processing operations like heat diffusion (center) and geodesic distance queries (right). Abstract Impossible objects, geometric constructions that humans can perceive but that cannot exist in real life, have been a topic of intrigue in visual arts, perception, and graphics, yet no satisfyin

Zuckerberg caught on hot mic telling Trump ‘I wasn’t sure’ how much to promise to spend on AI in the US

US President Donald Trump jokes with Meta CEO Mark Zuckerberg (L) as he hosts tech leaders for a dinner in the State Dining Room of the White House in Washington, DC, on September 4, 2025. (Photo by SAUL LOEB / AFP) (Photo by SAUL LOEB/AFP via Getty Images) Mark Zuckerberg has certainly come a long way in his relationship with President Donald Trump. Almost exactly a year after the president threatened the Meta CEO with imprisonment, the two sat side-by-side at a White House dinner, alongside n

Meta is fixing threads on Threads

Meta is finally fixing how threads work on its social network Threads. Prior to this, there was no real way to know how long a thread was or even if a post was part of a longer discussion. The company has made "several changes that display threaded posts more clearly." These include a new "view more" label that indicates a post is part of a longer thread. This is an easy way to instantly know if someone's thoughts continue past an initial post. Meta There's also a new design element that auto

Freeway guardrails are now a favorite target of thieves

Congress has cut federal funding for public media — a $3.4 million loss for LAist. We count on readers like you to protect our nonprofit newsroom. Become a monthly member and sustain local journalism . Keep up with LAist. If you're enjoying this article, you'll love our daily newsletter, The LA Report. Each weekday, catch up on the 5 most pressing stories to start your morning in 3 minutes or less. Sign Up On a recent Thursday evening, traffic was slow on the 10 Freeway as cars crawled into th

Meta Reimagines Facebook's Poke Feature to Gamify Gen Z Flirting

When was the last time you were poked on Facebook? The feature, which has endured since the early days of the social-media platform, is still clinging to life and in fact being pushed again by Meta as a way to maintain connections with friends. Originally intended as a way to reach out to other users without actually sending a message or any meaningful content, it has been the focus of soft relaunches in 2017 and 2024. Meta has now started promoting poking all over again, according to TechCrun

These AI glasses hit $1M in pre-orders in 72 hours and have features missing from Meta Ray-Bans

Rokid Glasses with the app and case. Kerry Wan/ZDNET Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Rokid Glasses are a competitor to Meta Ray-Bans but offer several more advanced features. The company launched a pre-order marketing campaign via Kickstarted and raised over $1 million in pre-orders in the first 3 days. The AI glasses are likely to appeal to tech early adopters who value features over multiple style selections. The popular Meta Ray-Bans smart gla

I tried smart glasses with a built-in display, and they made my Meta Ray-Bans feel outdated

Kerry Wan/ZDNET Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways The Rokid Glasses are launching through Kickstarter, with a retail price of $599. They feature built-in displays that project textual information, such as a teleprompter, AI responses, and more. The 12MP camera sensor leaves something to be desired, and a stable internet connection is required for most functions to work. Lately, I've been thinking a lot about Meta CEO Mark Zuckerberg's quote about b

21 years later, Meta still hasn't given up on the Facebook 'poke'

Meta currently has lots of priorities Mark Zuckerberg likely never would have imagined back in the early days of Facebook. The company has pivoted from social networking to the metaverse and, most recently, to AI. But somehow, one of its earliest — and most useless — features has not only survived but is apparently getting a revamp. I'm talking, of course, about the poke, which Meta is once again trying to revive. The company is making the storied feature easier to find by adding pokes back to

The green steel firms looking to revive US steelmaking

The green steel firms looking to revive US steelmaking 57 minutes ago Share Save Chris Baraniuk Technology Reporter Share Save Boston Metal Making steel using electricity is less carbon intensive than traditional methods An activity centre for babies and toddlers, an Indian restaurant, an indoor golf centre – and a mini experimental steel plant. These businesses are among those that make up a small retail and industrial estate in the city of Woburn, Massachusetts. "People are dropping off the

Threads is testing long-form posts with support for formatted text [U: Launched]

Update, Sep 4: The feature is now live. Find the new details below. While Threads already allows up to 500 characters per post (which is more than enough for casual users used to the microblogging format), it is now testing support for long-form posts through “text attachments”. Here’s how it works. Meta has confirmed the test, but has no ETA for the feature As spotted by app researcher Radu Oncescu (via TechCrunch), Threads is testing a new “text attachment” feature on iOS, which could repla

Why it’s so hard to make a ‘safer’ football helmet

When players take the field at the start of the NFL season, many will be sporting the new, subtly different F7 Pro helmet, which some have speculated might be the safest one football has ever seen. That’s significant for a sport that, over the past two decades, has become as well known for concussions as end zone celebrations. Schutt Sports, which makes the F7 Pro, claims that 35 percent of active NFL athletes have already adopted the helmet. Football is a sport with a traditionalist bent, part

Threads posts now support 'text attachments' up to 10,000 characters

That was fast. A week after a new feature for sharing long-form text was spotted in the Threads app, Meta is making the experiment official. Threads users will now be able to append text snippets of up to 10,000 characters to their posts in a feature Meta says is meant to support journalists and creators on the platform. As Engadget detailed last week, the feature is fairly basic for now. Selecting "text attachment" from the post composer opens up a simple text editor that has some formatting o

You can now attach 10,000 character blogs to your Threads posts

is a senior reporter covering technology, gaming, and more. He joined The Verge in 2019 after nearly two years at Techmeme. Posts from this author will be added to your daily email digest and your homepage feed. Meta is adding a new feature to let you add a bunch of extra text to Threads posts — no screenshots of text blocks required. Starting today, Meta is rolling out a tool that lets you attach up to 10,000 characters of text to Threads posts, giving you a way to build upon the 500-characte

Threads challenges X by offering free support for up to 10K characters, plus prominent links

After recently being spotted testing a way to share longer text, Threads, Meta’s X competitor, is now officially rolling out the feature that allows users to attach up to 10,000 characters of text to their post. The addition has been designed with the needs of creators in mind, as it supports linking out to content outside of Threads, like newsletters, blogs, podcasts, and more. Before this update, Threads supported 500 characters — which is already far more than the 280 characters offered to X

A New Wave of Smart Glasses Are Coming, but Will They Get Better Fast Enough?

Meta Ray-Bans are one of the most fascinating new pieces of lifestyle tech I've encountered in years -- when I'm wearing them, that is. I don't always have my black Meta Ray-Bans on my face, and there's a good reason for that. Battery life isn't good enough, and it's getting worse over time. On a recent trip to the UK, I wore them to the beach and got a low-battery warning after just one long walk in the tide pools. As impressive as smart glasses are, the battery issues are just some of the pr

PayPal and Venmo users get free year of Perplexity Pro and Comet AI browser

Andrey Rudakov/Bloomberg via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Some PayPal and Venmo users can now access Comet for free. The offer includes a one-year subscription to Perplexity Pro. Comet is Perplexity's new AI-centric web browser. PayPal and Venmo users in the US and other global markets can now receive early access to Perplexity's highly anticipated Comet web browser, PayPal announced. The offer includes a 12-month free trial of Pe

Major Philips Hue launch turns bulbs into motion sensors, adds smart doorbell, more

We’ve known for some time that there was major news on the way from Philips Hue, and the company has now announced all of the details. One of the headline features is a new Bridge Pro which turns your existing smart bulbs into motion sensors. Bulbs also get more affordable, light strips get brighter, and there’s support for Matter-over-Thread. Finally, the smart doorbell leaked earlier in the year is now official … Plans to turn existing Philips Hue light bulbs into motion sensors were leaked

Topics: 99 bulbs hue meters new

Finally, the official Instagram app for iPad has arrived - here's what's new

Jason Hiner/ZDNET Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Meta just announced a native app version of Instagram for iPadOS 15.1 and later. The app is free and available in the App Store now. It looks different than the mobile version, with some interesting ways to curate your feed. At long last, you can now scroll Instagram on your iPad. After years of requests by iPad users, it will be available in the App Store for iPadOS 15.1 and later starting Septem

You can finally scroll Instagram on your iPad - after 15 years

Jason Hiner/ZDNET Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Meta just announced a native app version of Instagram for iPadOS 15.1 and later. The app is free and available in the App Store now. It looks different than the mobile version, with some interesting ways to curate your feed. At long last, you can now scroll Instagram on your iPad. After years of requests by iPad users, it will be available in the App Store for iPadOS 15.1 and later starting Septem

PayPal and Venmo users can try Perplexity's Comet AI browser free for a year now

May James/SOPA Images/LightRocket via Getty Images Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Some PayPal and Venmo users can now access Comet for free. The offer includes a one-year subscription to Perplexity Pro. Comet is Perplexity's new AI-centric web browser. PayPal and Venmo users in the US and other global markets can now receive early access to Perplexity's highly anticipated Comet web browser, PayPal announced today. The offer includes a 12-month f

Computing simplified coverage polygons

A somewhat recurring problem I encounter in things I work on is the need to compute simplified geographic polygons, or more specifically, simplified hulls of geographic polygons. Here’s an overview on the currently used approach, maybe someone has pointers to better algorithms for this. Coverage polygons Geographic polygons are used in a few different places: The Transport API Repository and consumers of it like KPublicTransport use them for describing areas covered by a public transport rout

5 Meta Ray-Ban upgrades that have me seriously excited for September 17

Jason Hiner/ZDNET Follow ZDNET: Add us as a preferred source on Google. The hype continues to build around the arrival of Meta's futuristic Hypernova (a.k.a. Celeste) smart glasses, which will reportedly add a small heads-up display in one eye and a neural wristband (Ceres) to control the interface. These will reportedly cost around $800 and will be announced at Meta Connect on September 17. Analyst Ming-Chi Kuo has stated that Meta is preparing to sell 150,00-200,000 units of its Hypernova gl

It’s surprisingly easy to remove Google’s digital AI watermark on the Pixel 10

Rita El Khoury / Android Authority Like the Samsung Galaxy S25, Google’s new Pixel 10 series is adopting C2PA metadata for digital media authenticity. Anytime the phones take a photo or edit it, they embed a watermark in the final image that traces its origin and any changes made to it. Google, like Samsung, is following this standard to help combat all inevitable confusion around an image’s provenance and veracity on the internet. Is this photo real or AI? Or is it real with AI embellishments?

Samsung 'Galaxy Glasses' powered by Android XR are reportedly on track to be unveiled this month

GM of Android XR, Shahram Izadi, on stage at Google I/O 2025. Google I/O (screenshot by Jason Hiner) Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Samsung's AI glasses running Android XR would compete with the Meta Ray-Bans. The smart glasses will reportedly be announced at an Unpacked event on September 29. The product will be powered by Google Gemini and have features not included in Meta Ray-Bans. Samsung's AI smart glasses to compete with Meta Ray-Bans wil

Desert Graves (2021)

Arizona is an interesting place. Even today, there is much remote country, and as I’ve wandered through its deserts and forests (yes, we have forests!), I have been surprised by how many times I’ve come across cemeteries and graves in the most out-of-the-way and unexpected places. I did a survey of place names on Arizona’s topographical maps and found a total of 147 named cemeteries, but I also found 9 places where there was just a “grave” or “graves” shown (I know there are many more than that,

These three features would make Apple’s rumored AI smart glasses a huge winner

Apple is reportedly launching its own AI smart glasses next year, per a Bloomberg report. While Apple is very much so late to the category, I do think there are a number of great value adds Apple could bring to the table – which I’ll be outlining here. I bought a pair of Meta Ray-Bans during Black Friday last year, and I’ve got to say – they’re a lot cooler than I expected them to be. They’re excellent for taking quick photos and videos without needing to pull out your phone, asking quick quest

Topics: ai apple glasses meta ray

MagSafe Monday: UAG’s Metropolis Wallet blends Kevlar toughness with everyday utility

MagSafe wallets are probably the category of MagSafe that makes the most sense to me day to day. I am always going to carry a wallet, so might as well kill 2 birds with 1 stone. The UAG Metropolis Wallet is one of the better designed ones I’ve come across from a quality standpoint, so let’s dive into what all it offers. Some of my favorite gear Aqara Smart Lock U50 Upgrade your doors with Apple Home Key and the Aqara U50. MagSafe Monday: Every Monday, Bradley Chambers looks at the latest and g

Look out, Meta Ray-Bans! These AI glasses just raised over $1M in pre-orders in 3 days

Rokid executive Liang Guan wearing Rokid Glasses. Liang Guan/Rokid (via LinkedIn) Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Rokid Glasses are a competitor to Meta Ray-Bans but offer several more advanced features. The company launched a pre-order marketing campaign via Kickstarted and raised over $1 million in pre-orders in the first 3 days. The AI glasses are likely to appeal to tech early adopters who value features over multiple style selections. The po