Openpilot 0.10.1 introduces the North Nevada Model, featuring major improvements to the World Model architecture. The system now infers 6 degree of freedom ego localization directly from images, removing the need for external localization inputs. This reduces over-constrained data and opens the door for future self-generated imagery.

To support this change, the autoencoder Compressor was upgraded with masked image modeling, switched from CNN to Vision Transformer architecture, and the World Model itself was scaled from 500 million to 1 billion parameters. All models now train on a much larger dataset of 2.5 million segments, up from 437,000, covering more vehicles, countries, and driving scenarios.

The UI has been completely rewritten, moving from Qt/Weston to Python with raylib. This reduces code complexity by about 10,000 lines, cuts boot time by 4 seconds, lowers GPU usage, and simplifies development.

Finally, the Driver Monitoring Model's training infrastructure has been streamlined with dynamic data streaming, though the model’s functionality remains unchanged.

• Blog: https://blog.comma.ai/0101release/
• GitHub: https://github.com/commaai/openpilot/releases/tag/v0.10.1

Krystal and Saagar discuss Stephen Miller's wife vs Cenk on Piers Morgan.

Also the docker images now have a major tag v2 that should keep your installation up-to-date on the stable branch.

Not again!!

Illinois Governor JB Pritzker has reportedly requested that Homeland Security Secretary Kristi Noem and senior ICE officials suspend immigration enforcement operations in Chicago for Halloween.

Recently I studied the very fundamentals of how computers work at the level of 1s and 0s, wires, and logic gates from a book written for laypersons. I followed the book along and built a very, very primitive computer with a cpu and ram in a simulator by plotting different kinds of logic gates and connecting them with wires.

After this exercise I'm left wondering how are new chips designed nowadays considering that there are billions and billions of microscopic transistors in a modern chip? I'm assuming there are some levels of abstraction to simplify the process? I can't imagine all those billions of transistors and wires being plotted manually one by one by people. Is there like a programming language of some sort where a compiler converts syntax into circuitry layouts?

Also, I don't mean the physical manufacturing process. I think I have a good grasp of that. I'm purely talking about the design stage.

I mean theres less weight to lug around?

why are you even reading this? run!

cross-posted from: https://scribe.disroot.org/post/5367361

Cargojet Inc., Canada’s leading provider of time-sensitive premium air cargo services, announces a scheduled direct air cargo service connecting Canada and expanding into Europe, effective November 1, 2025. The service will link Liege Airport (LGG), Europe’s leading cargo gateway, with Canada’s major cargo hubs.

...

This weekly service marks a significant expansion of Cargojet’s global network, providing customers with dependable, time-sensitive capacity and enhanced connectivity across continents. Integrated within Cargojet’s domestic overnight network, the route will offer streamlined connections across Canada, improving overall transit times and providing greater flexibility for freight forwarders, logistics providers, and shippers.

Operating on an initial once-weekly schedule, the route enhances access to one of Europe’s most strategic cargo hubs, with plans to increase frequency as demand and opportunities continue to grow. This integration supports Cargojet’s long-term expansion strategy and reinforces its position as a reliable partner in the global logistics market.

...

I've had this question for a while but never wanted the answer bc being unanswered made it a fascinating topic. But now I kind wanna know lol.

Please don't turn the comment section into anything controversial people.

cross-posted from: https://scribe.disroot.org/post/5367018

The Swedish defence firm Saab is considering Canada as a place to assemble Gripen fighter jets as it moves to quickly ramp up production to meet demand from Ukraine.

Saab's CEO Micael Johansson said in recent interviews with financial news publications that Kyiv's interest in purchasing more than 100 Gripen fighter jets would double the defence company's production requirements.

The Financial Times and the Reuters news agency reported Johansson said the company is searching for ways to expand production capacity, possibly in Canada or elsewhere in Europe.

On the sidelines of the Canadian Aerospace Summit in Ottawa, Industry Minister Mélanie Joly told The Canadian Press Wednesday this is "good news" and that she spoke with Johansson earlier in the day.

"I've been actively working with Saab to see what can be done to do more partnerships with Canada, and it starts with the GlobalEye [surveillance plane], but also we're willing to see what we can do to help support Ukraine," she said.

...

cross-posted from: https://scribe.disroot.org/post/5367018

The Swedish defence firm Saab is considering Canada as a place to assemble Gripen fighter jets as it moves to quickly ramp up production to meet demand from Ukraine.

Saab's CEO Micael Johansson said in recent interviews with financial news publications that Kyiv's interest in purchasing more than 100 Gripen fighter jets would double the defence company's production requirements.

The Financial Times and the Reuters news agency reported Johansson said the company is searching for ways to expand production capacity, possibly in Canada or elsewhere in Europe.

On the sidelines of the Canadian Aerospace Summit in Ottawa, Industry Minister Mélanie Joly told The Canadian Press Wednesday this is "good news" and that she spoke with Johansson earlier in the day.

"I've been actively working with Saab to see what can be done to do more partnerships with Canada, and it starts with the GlobalEye [surveillance plane], but also we're willing to see what we can do to help support Ukraine," she said.

...

I have a Samba mount at home (behind NAT, accessible via wireguard VPN), which works very well when accessing my home files when traveling (I travel a lot for work).

The only detail missing from this solution is sharing individual files with friends. I could give them access to my VPN, but that gives them access to everything, not just one thing I want to share. Also not all my friends are that tech savvy to manage connecting to a VPN.

What would be really great is to have a link-generator that punches a hole in the NAT to give them access to specific files. Are there any self-hosted solutions for that?

I’ve been thinking of just walking around tracks or trails but the weather over here has been cool with the wind and all. I don’t like gyms too much as there can be a lot of people there. I’ve gotten so lazy and uninterested in exercising since Covid. I eat healthy mostly except for ice cream most of the week. Haven’t worked in like a year so stay home a lot and bored af. Idk I just haven’t been myself since getting overweight and not exercising in some capacity. I have anxiety and depression as well so that factors in too. I only get motivated to make some changes when I get high at night and say I’m going to start doing things tomorrow. Once I’m sober I lack the motivation to do anything