Running AI models locally provides enhanced privacy, reduced latency, and complete control over your infrastructure. In this guide, we’ll walk through setting up DeepSeek models (like DeepSeek-R1) inside a Proxmox virtual machine with GPU passthrough. This configuration allows the AI model to access your NVIDIA GPU directly for significantly improved performance.
As you progress through Zwift’s levels, you’ll unlock access to items in the Drop Shop which can be purchased with your hard-earned Drops. This inevitably leads to questions: do I buy the frame that just became available? What if there’s a faster frame unlocked at the next level? Or maybe some zippy wheels?
Related links:
Learn how Zwift’s levels, XP, and unlocks work >
Learn how Drops are calculated >
Here’s a complete list of frames and wheels unlocked at each level, with the most useful unlocks marked in bold and the key purchases marked with a MUST BUY. We’ve even added notes so you know what makes those unlocks special!
If the item’s price is crossed out it can no longer be purchased in the Drop Shop, and if an item’s name is linked you can click to read a detailed post published when the item was first added to Zwift. (Just beware that the performance characteristics of older items may have changed since they first launched – see our current charts and public test data for current performance details.)
Of course, you may want to purchase a particular frame or wheelset just because it looks cool or matches what you ride outdoors. Nothing wrong with that! Our recommendations, though, are based entirely on speed test performance.
The vulnerabilities are registered with the
Version
5.5.0 of the Podman container-management tool has been
released. Notable features include the addition of a podman machine cp command to copy files into a running Podman
VM, a podman artifact extract command to copy
contents of an OCI
artifact to disk, and a --mount=artifact option to mount
OCI artifacts into containers. See the release announcement for a full
list of improvements and bug fixes.
From
servers in a data center to desktop computers, many devices
communicating on a network will eventually have to filter network
traffic, whether it’s for security or performance reasons. As a result,
this is a domain where a lot of work is put into improving performance:
a tiny performance improvement can have considerable gains.
Bpfilter is a
project that allows for packet filtering to easily be done with BPF, which can
be faster than other mechanisms.
Grafana 12 observability platform lands with Drilldown GA, dynamic dashboards, Git Sync, SCIM support, blazing-fast tables, new theming options, and more.
With Fedora 42 having released last month, feature work on Fedora 43 continues heating up in working toward this next major Fedora Linux release due out around October…
After recently looking at how the Intel Core Ultra 9 285K “Arrow Lake” Linux performance has evolved since launch, many Phoronix readers were curious how a similar launch-day vs. now comparison would look on the AMD Zen 5 side. The article today is looking at how the AMD Ryzen 9 9900X and Ryzen 9 9950X Linux performance has evolved since their launch last year. These numbers are put alongside the prior Intel Arrow Lake results for additional context.
A potentially first-of-its-kind video filmed on a solar farm captures the strike-slip motion of the recent 7.7 magnitude earthquake.
Some of the changes
There’s about to be a new online movie rental site in town. Letterboxd is introducing a transactional video-on-demand service for its users, according to The Hollywood Reporter. The social media platform for movie lovers announced the news during the Cannes Film Festival.
The Letterboxd Video Store will have curated rental categories such as up-and-coming filmmakers, under-appreciated movies and more on demand. There will also be areas that highlight the movies premiering at different film festivals, many of which will be available for a set amount of time. Plus, the rental service could offer some movies that only have a limited distribution, getting them in front of a wider audience.
Letterboxd pitches its Video Store it as a natural next step for the company. “Every day, we see members recommending films to each other, adding to their watchlists and hungry to discover more,” Letterboxd CEO Matthew Buchanan stated. “Letterboxd Video Store is our way of delivering for those film lovers, creating a dedicated space for films that deserve an audience.”
However, while we know it should be coming, that’s about all the logistical information we have. Letterboxd has yet to release pricing, launch dates or countries where rentals will be available. These finer points should all arrive in the upcoming months.
This article originally appeared on Engadget at https://www.engadget.com/entertainment/tv-movies/letterboxd-will-launch-a-curated-online-rental-service-for-films-145056220.html?src=rss
It might surprise you, but Memorial Day can be a great time to shop for tech. In years past, we’ve seen solid Memorial Day sales on all manner of gadgets including many of our favorite tablets, headphones, charging accessories, robot vacuums and more. That’s on top of all the seasonal items that usually gets discounted at this time like smart grills and grilling gear, pizza ovens and outdoor tech.
If you’re on the market for any of those things, now’s a good time to shop. And like most seasonal holidays as of late, you don’t have to rush to make your purchase. Memorial Day deals are live now, and there’s a good chance they’ll be available until the holiday weekend has passed. Below, we’ve collected all of the best Memorial Day sales on tech we could find for 2025, and we’ll continue to update this post with the latest offers.
We’d be remiss if we didn’t mention Amazon Prime Day, though. The biggest iteration of the online retailer’s annual shopping event typically happens in July, and Amazon confirmed it will be back again this year (although official dates remain unknown). Tech is usually heavily discounted on Prime Day for Prime members, so if you’re unsure about a purchase, you could take the chance and wait a little while longer to see if that pair of earbuds you’ve been eyeing drops even further in price during Prime Day. If not, Memorial Day offers the next best opportunity this time of year to save on gadgets and gear.
Beats Studio Pro for $170 (51 percent off): The latest version of the Beats Studio Pro have much-improved sound quality along with good voice performance and Transparency mode. While these are wireless headphones, you can also connect a USB-C cable to them to use them as wired headphones, too.
Beats Powerbeats Pro 2 for $200 (20 percent off): The new Powerbeats Pro 2 have a comfortable design, improved sound quality and bass performance and heart rate sensors on board that make them good workout companions. However, you’ll only be able to get that heart rate data if you have these buds paired to an iOS device.
Anker 321 MagGo battery pack for $22 (15 percent off): This 5K magnetic charging brick can attach magnetically to the backs of compatible smartphones, including iPhones, and includes built-in technology that monitors temperatures for a safer charge. It’ll work with MagSafe cases as well.
Amazon Kindle Paperwhite Kids for $140 (22 percent off): This is the same, latest Kindle Paperwhite, just customized a bit for kids. You’ll get the waterproof ereader in this bundle along with a protective case, a two-year warranty and six months of Amazon Kids+ for free.
Blink Outdoor 4 security cameras, 5 camera system for $200 (50 percent off): This pack-up includes give weather-resistant Blink Outdoor 4 cameras plus a Sync Module 2 to connect them all. These are some of our favorite security cameras thanks to their wireless design, accurate and speedy motion alerts and the ability to save footage locally when you use a thumb drive with the Sync Module 2.
Dyson Supersonic hair dryer for $330 ($100 off): This is the original Dyson Supersonic hair dryer that has been super popular since its debut. It includes five attachments for drying and styling, and it’s billed as a fast dryer that protects hair from heat damage.
iRobot Combo Essential robot vacuum for $150 ($125 off): This is a great entry-level robot vacuum that has the added convenience of being a mopping machine, too. It’ll suck up dirt, debris and pet hair while it vacuums, and you can use the included water reservoir when you want to mop hard floors.
Tineco Pure ONE S11 Cordless Vacuum Cleaner for $140 ($60 off with coupon): Our top budget pick among the best cordless vacuums, this Tineco machine offers good suction and a relatively lightweight design at a great price. It also includes the company’s iLoop smart sensor, which will auto-adjust suction power as you clean.
Shark Clean & Empty Cordless Stick Vacuum for $280 (20 percent off): This is a slightly cheaper version of one of our favorite cordless stick vacuums and it comes with a self-emptying base. This Shark stick vacuum has good suction power, can easily convert to a hand vacuum and it docks neatly on its auto-empty base station that traps over 99 percent of dust and allergens.
Shark PowerDetect NeverTouch Robot Vacuum and Mop for $700 (30 percent off): A version of one of our favorite robot vacuums, this Shark machine can vacuum and mop floors for you. Its self-emptying base station holds up to 30 days worth of debris, and it has a refill tank for the mopping reservoir as well.
Follow @EngadgetDeals on X for the latest tech deals and buying advice.
This article originally appeared on Engadget at https://www.engadget.com/deals/the-best-early-memorial-day-tech-deals-save-on-gear-from-apple-amazon-dyson-and-others-144526098.html?src=rss
Workers who secured substantial salary increases during the pandemic hiring frenzy are now confronting a stark reality: they’re likely overpaid in today’s cooling job market. According to new Korn Ferry data, two-thirds of U.S. workers believe they’re compensated at or above their market value.
The tech sector has experienced significant wage deflation, with expanding pay transparency laws making market corrections impossible to ignore. Only 60% of recent job switchers received raises in Q1 2025, down from 73% just one quarter earlier.
Read more of this story at Slashdot.