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I'm switching to Python and actually liking it

I started to code more in Python around 6 months ago. Why? Because of AI, obviously. It’s clear (to me) that big money opportunities are all over AI these days. And guess what’s the de facto programming language for AI? Yep, that sneaky one. I had used Python before, but only for small scripts. For example, this script scrapes metadata from all videos on my YouTube channel. The metadata is dumped as a JSON file that I use to nicely display statistics of the videos on this static page. As you ca

Topics: api project python run uv

I'm Switching to Python and Actually Liking It

I started to code more in Python around 6 months ago. Why? Because of AI, obviously. It’s clear (to me) that big money opportunities are all over AI these days. And guess what’s the de facto programming language for AI? Yep, that sneaky one. I had used Python before, but only for small scripts. For example, this script scrapes metadata from all videos on my YouTube channel. The metadata is dumped as a JSON file that I use to nicely display statistics of the videos on this static page. As you ca

Topics: api project python run uv

Apple researchers taught an AI model to reason about app interfaces

A new Apple-backed study, in collaboration with Aalto University in Finland, introduces ILuvUI: a vision-language model trained to understand mobile app interfaces from screenshots and from natural language conversations. Here’s what that means, and how they did it. ILuvUI: an AI that outperformed the model it was based on In the paper, ILuvUI: Instruction-tuned LangUage-Vision modeling of UIs from Machine Conversations, the team tackles a long-standing challenge in human-computer interaction,

Hertz Deploys AI Scanner That's Charging Hundreds of Dollars for Tiny Scratches on Rental Cars

Car rental giant Hertz is facing some blowback as customers report that its "AI-powered" vehicle scanner charges them hundreds of dollars for tiny cosmetic dings. Earlier this summer, a Hertz customer in Atlanta was charged a jaw-dropping $440 for an inch-long bit of curb rash — a cosmetic scuff — on the wheel of his rental, as our sister site The Drive first reported. Out of that, $190 was earmarked for "processing" and "administrative" fees, which were automatically calculated by the rental c

Popular UV Manicure Lamps Might Be Frying Your Skin at the Molecular Level

UV LED nail lamps are very trendy right now, allowing people to quickly wrap up their manicures at the salon or in the comfort of their own home. But it now appears that these products can come at a potentially serious cost. Scientists in Argentina led the study, which examined how the UV dose emitted by a modern manicure lamp affected common skin molecules. They found that just a few minutes of exposure altered these molecules in ways that could be harmful to skin. Though the long-term health

Topics: led manicure nail skin uv

The 911 Calls Inside ICE Detention Centers

Our senior politics editor Leah Feiger speaks with WIRED’s Dhruv Mehrotra about an exclusive WIRED investigation into how serious medical incidents are increasing at some of the country’s largest immigration detention centers. You can follow Leah Feiger on Bluesky at @leahfeiger and Dhruv Mehrotra on Bluesky at @dmehro. Write to us at [email protected]. Mentioned in this episode: ‘They're Not Breathing’: Inside the Chaos of ICE Detention Center 911 Calls by Dhruv Mehrotra and Dell Camer

Denis Villeneuve Will Shoot All of ‘Dune Messiah’ in IMAX

Dune: Part Two was masterful on its own, but in IMAX, it was truly breathtaking. When director Denis Villeneuve opened his aspect ratio up to the full screen 1:43:1 for scenes such as Paul riding the sandworm, it was like traveling from the theater to Arrakis itself. So, it’s no surprise that, hot on the heels of Christopher Nolan’s The Odyssey becoming the first ever Hollywood feature to be filmed entirely with full-screen IMAX 70mm-capable film cameras, we now know the second film to achieve t

Ask not for whom the Louvre of Bluesky tolls, it tolls for thee

It’s a sad weekend over at Bluesky, where one of the best accounts has disappeared — although we can still hope for its resurrection. Known as The Louvre of Bluesky, the account in question struck fear into the hearts of bad posters everywhere. While it posted commentary and jokes of its own, its most brutally funny and haunting work came in the form of screenshots capturing rogue Bluesky posts in all their unhinged glory. It’s hard to write a proper appreciation now that the Louvre has vanish

Do We Need to Wear Sunscreen Indoors? This Is What a Skin Expert Says

You know the drill -- whenever you're outside, especially during the summer, you should wear sunscreen to protect your skin from the sun's UV rays. But what about wearing sunscreen indoors? Can sunlight coming in through windows still negatively affect your skin, making SPF necessary even when you're inside your home? We reached out to a dermatologist for the answer. Do I need to wear sunscreen indoors? Yes, wearing sunscreen indoors is necessary. Even though you're sitting comfortably in your

Louvre shuts down with staff sounding the alarm on mass tourism

PARIS — The Louvre, the world’s most-visited museum and a global symbol of art, beauty and endurance, has withstood war, terror, and pandemic — but on Monday, it was brought to a halt by its own striking staff, who say the institution is crumbling under the weight of mass tourism . It was an almost unthinkable sight: the home to works by Leonardo da Vinci and millennia of civilization’s greatest treasures — paralyzed by the very people tasked with welcoming the world to its galleries. Thousand

This stuff is way better than super glue (and it's less messy)

Adrian Kingsley-Hughes / Elyse Betters Picaro / ZDNET Whether due to being dropped, misused, or aged, broken plastics are a fact of life these days. My weapon of choice in the war against waste and sending things to the landfill has been cyanoacrylate adhesive -- this stuff goes by many names, such as Krazy Glue, instant glue, power glue, or superglue -- and on the whole, it's very good stuff. But it's far from perfect. Also: The $8 accessory you're not using enough for screen repairs and fi

Amazon Wants Denis Villeneuve’s ‘Bond’ Movie as Soon as Possible

Now that we know a Denis Villeneuve-helmed Bond reboot is officially coming, there’s a very obvious next question: who’s gonna step into the role of 007? A new report from Variety suggests some of the top contenders, and the selection of actors in the running is fascinatingly mixed, at least in the sense that the character is traditionally played by a Brit. Australian-born Jacob Elordi, star of Guillermo del Toro’s upcoming Frankenstein for Netflix, is a strong pick and stands apart from the re

Uv and Ray: Pain-Free Python Dependencies in Clusters

When we discovered the uv package manager , we realized that a new era of Python package management had arrived. It tackles the Python developers’ dependency headaches with consistency and speed, which also enables quick development cycles. Here is a (non-exhaustive) collection of things the folks from astral.sh are getting right that we really like: They package the whole environment : You don’t need to worry about setting up your own Python distribution which in itself can be quite cumbersom

Facing Rising Seas, Thousands in Tuvalu Seek an Escape Through Australia

As rising sea levels gradually swallow the world’s low-lying island nations, many citizens will have no choice but to leave their homes behind. In Tuvalu, one of the world’s most climate-threatened archipelagos, the migration has already begun. Nearly a third of Tuvalu’s roughly 11,000 residents are seeking Australian visas to escape the encroaching waters. In 2023, Australia announced that it would launch these visas as part of a bilateral treaty it signed with Tuvalu—the world’s first to crea

What Happens When Hertz's AI Scanner Finds Damage on Your Rental

Get The Drive’s daily newsletter The latest car news, reviews, and features. Email address Sign Up Thank you! Terms of Service & Privacy Policy. Back in April, we reported on how Hertz was planning to employ artificial intelligence to scan vehicles before and after renters use them, to check for damages and issue associated charges. The AI system has been live now for a few months at select locations around the country, and one customer of Hertz-owned Thrifty reached out to The Drive to share h

Denis Villeneuve is directing the next Bond film for Amazon

is a reporter focusing on film, TV, and pop culture. Before The Verge, he wrote about comic books, labor, race, and more at io9 and Gizmodo for almost five years. First, Amazon MGM secured creative control of the James Bond IP, then it brought Amy Pascal and David Heyman in to produce a new feature about the iconic spy. Now, the studio has found a director to lead the project. Last night, Amazon MGM announced that Denis Villeneuve has been tapped to direct a new Bond film — the studio’s first

Amazon's James Bond film will be directed by Denis Villeneuve

Amazon MGM Studio's James Bond movie, the first of what could be many in a series, will be directed by Denis Villeneuve. The company has revealed that he will be leading the production in an announcement, where it also named Villeneuve's wife Tanya Lapointe as an executive producer. Villeneuve is perhaps best known for directing Dune and Dune: Part Two, the latest adaptations of Frank Herbert's novel starring Timothée Chalamet. He also directed the sci-fi drama Arrival with Amy Adams and Jeremy

James Bond Has Shaken Up a New Director: ‘Dune’ Helmer Denis Villeneuve

Rumors have been circulating about who’ll be the next director to put James Bond through his superspy paces. Now we know who’s been hired: Denis Villeneuve, the four-time Oscar nominee behind Dune, Dune: Part Two, Blade Runner 2049, Arrival, Sicario, and more. Variety reports Villeneuve will also executive produce with his partner and frequent collaborator Tanya Lapointe. The trade has a very excited statement from Villeneuve to go with the news: “Some of my earliest movie-going memories are c

Best Cooling Comforters for Staying Cool and Dry in 2025

Your body temperature significantly impacts your sleep quality. Cooling bedding such as pillows, sheets, comforters and mattresses can help if you toss and turn at night because it's too hot. Unlike traditional bedding that can trap heat and moisture, cooling comforters are lightweight and breathable, helping to beat that summer heat. As a certified sleep coach, I've tested mattresses, bedding and sleep products for years. After personally testing a dozen cooling comforters, here are the best op

Fun with uv and PEP 723

Fun with uv and PEP 723 June 24, 2025 For the longest time, I have been frustrated with Python because I couldn’t use it for one-off scripts. I had to first ensure it was running in an environment where it could find the right Python version and the dependencies installed. That is now a thing of the past. If you are not a Pythonista (or one possibly living under a rock), uv is an extremely fast Python package and project manager, written in Rust. uv also provides this nifty tool called uvx (k

Topics: pep python script sys uv

Switching Pip to Uv in a Dockerized Flask / Django App

Switching pip to uv in a Dockerized Flask / Django App I noticed about a 10x speed up across a number of projects, we'll avoid using a venv and run things as a non-root user too. Prefer video? Here is it on YouTube. I was surprised at how painless it was to switch things over. You can see the git diffs to make the change for both of my example Flask and Django projects. In this post we’ll go into more detail about these changes and how to use a few uv commands. Let’s start with defining our

Topics: file install lock run uv

uv: An extremely fast Python package and project manager, written in Rust

uv An extremely fast Python package and project manager, written in Rust. Installing Trio's dependencies with a warm cache. Highlights uv is backed by Astral, the creators of Ruff. Installation Install uv with our standalone installers: # On macOS and Linux. curl -LsSf https://astral.sh/uv/install.sh | sh # On Windows. powershell -ExecutionPolicy ByPass -c " irm https://astral.sh/uv/install.ps1 | iex " Or, from PyPI: # With pip. pip install uv # Or pipx. pipx install uv If installed

TPU Deep Dive

I've been working with TPUs a lot recently and it's fun to see how they had such different design philosophies compared to GPUs. The main strongpoint for TPUs is in their scalability. This is achieved through a co-design of both the hardware side (e.g. energy efficiency and modularity) and the software side (e.g. XLA compiler). Background To give a brief tldr on TPUs, it's Google's ASIC that focuses on two factors: extreme matmul throughput + energy efficiency. Their origins go back to Googl

Topics: chip chips tpu tpus tpuv4

TPU (Tensor Processing Unit) Deep Dive

I've been working with TPUs a lot recently and it's fun to see how they had such different design philosophies compared to GPUs. The main strongpoint for TPUs is in their scalability. This is achieved through a co-design of both the hardware side (e.g. energy efficiency and modularity) and the software side (e.g. XLA compiler). Background To give a brief tldr on TPUs, it's Google's ASIC that focuses on two factors: extreme matmul throughput + energy efficiency. Their origins go back to Googl

Topics: chip chips tpu tpus tpuv4

Plague of Phone-Addicted Tourists Shuts Down the Louvre

If you’re traveling to Paris in the near future, there is some bad news and some good news. The bad news: you likely won’t be able to see the Mona Lisa or any of the masterpieces hanging inside the Louvre, because it’s currently shut down. The good news: You’ll get to see a strong labor movement at work. On Monday, staff at the world’s most-visited museum went on strike, forcing the museum to close its doors over concerns about the effects of mass tourism, according to the Associated Press. The

Text-to-LoRA: Hypernetwork that generates task-specific LLM adapters (LoRAs)

Text-to-LoRA (T2L): Instant Transformer Adaption 🛠️ Installation Install uv if you don't have uv (see https://docs.astral.sh/uv/getting-started/installation/) With uv installed, run the following to install the dependencies. git clone https://github.com/SakanaAI/text-to-lora.git cd text-to-lora # make sure you have `uv` installed # (see https://docs.astral.sh/uv/getting-started/installation/) uv self update uv venv --python 3.10 --seed uv sync # we use the following wheel for installation #

Topics: 82 acc lora t2l uv