open source

Video by OpenAI via YouTube

John gave GPT-6 Astra a moonshot: design the flight-control experience for a new personal aircraft.

The gap between generating an interface and designing a system is massive, and AI models have always fallen short.

Until now.

Astra reasoned through the audience, jobs to be done, pilot-versus-passenger tradeoffs, and critical interface states. Then it connected that thinking to a real design system via the Figma MCP Server to create a polished, on-brand prototype of the concept.

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Video by PyTorch via YouTube

RL post-training has become a critical stage in modern LLM development, but deploying an end-to-end pipeline requires much more than running individual kernels efficiently. Systems must coordinate distributed training, rollout generation, and continuous weight synchronization across multiple software stacks while maintaining correctness and performance.

Joy Song with AMD will present a poster at PyTorch Conference North America on enabling the open source vime RL post-training framework on AMD Instinct GPUs using ROCm.

vime pairs Megatron with vLLM for high throughput rollout generation, forming a tightly coupled loop where model weights are continuously synchronized between the two systems.

Joy will focus on the engineering challenges this brings up, including correctness issues that emerge only during integrated training and rollout execution and how systematic debugging can strengthen open source PyTorch infrastructure on AMD GPUs.

Register for PyTorchCon NA at: https://hubs.la/Q04v4SL60

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Video by FINOS via YouTube

Stop wasting time on bug severity triaging and start fixing the code.

Greg Kroah-Hartman explains why prioritizing minor issues is a distraction that often leads to chained public exploits. Learn why immediate upstream fixes are the only way to effectively clear years of technical debt and improve overall code quality.

Subscribe for more technical deep dives into software engineering best practices.

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Video by Open Data Science and AI Conference via YouTube

Busy week for AI builders: Anthropic expands Claude into a productivity workspace, persistent coding agents gain ground, and OpenAI targets legal work with Astra for Law. We cover new research on agent efficiency, growing questions about containment and oversight, and what rising coding costs and changing hiring patterns mean for practitioners. Based on ODSC’s weekly AI news recap for September 14–20, 2026

Visit our website and choose the nearest ODSC event to attend and experience all our training and workshops: https://odsc.ai

To watch more videos like this, visit https://aiplus.training

Sign up for the newsletter to stay up to date with the latest trends in data science: https://opendatascience.com/newsletter/

Follow us online!
• Facebook: https://www.facebook.com/OPENDATASCI
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Video by SAP via YouTube

EssilorLuxottica shares how SAP supports its global business processes and enables continuous innovation. From iconic brands to advanced eye care solutions, discover how cloud technology helps the company operate at scale and enhance customer and professional experiences worldwide.

Read to learn more: https://news.sap.com/?p=247588

00:00 – How is EssilorLuxottica using AI?
00:20 – What is EssilorLuxottica?
00:35 – SAP is driving EssilorLuxottica’s business processes
00:53 – Innovation by SAP
01:05 – EssilorLuxottica’s AI plans
01:14 – What’s next?

#SAP

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Video by Michael Tunnell via YouTube

Support the show by becoming a patron at https://tuxdigital.com/membership or get some swag at https://store.tuxdigital.com/

This week in Linux, GNOME 51 is here with a faster, more polished desktop and a long list of upgrades across the environment. Asahi Linux pulled off another major Apple Silicon milestone with M3 Macs. Valve is building one of the wildest compatibility stacks we’ve seen yet for the Steam Frame. And Open Source projects are now setting traps for AI coding agents that can make lazy submissions snitch on themselves. Plus, Jellyfin 12 is a huge upgrade for self-hosted media. All of this and more on this week’s episode, so let’s jump into Your Source for Linux GNews and see what’s happened This Week in Linux.

### Chapters:
00:00 Intro
00:47 GNOME 51 Released
04:34 Asahi Linux for M3 Macs
10:52 Valve’s Steam Frame Compatibility Stack for Linux Gaming
13:45 Microsoft 365 might come to Linux (unofficially)
17:21 Jellyfin 12 Released
20:55 Open Source Projects Setting Traps for Lazy Ai Submissions
24:20 Raspberry Pi OS Desktop Refresh
26:07 Ubuntu 26.10 completes migration to Rust-based coreutils
27:08 Google is Replacing C-based Android Binder with Rust
28:13 RustFS 1.0 Released
29:04 Support the show
29:58 Outro

SHOW NOTES ►► https://thisweekinlinux.com/357

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### Links:
– GNOME 51 Released
– https://release.gnome.org/51/
– https://www.phoronix.com/news/GNOME-51-Released
– https://www.omgubuntu.co.uk/2026/09/gnome-51-released
– Asahi Linux for M3 Macs
– https://asahilinux.org/2026/09/m2-episode-1/
– https://asahilinux.org/docs/platform/feature-support/m3/
– https://fedoramagazine.org/announcing-fedora_asahi_remix_45_beta/
– https://fedora-asahi-remix.org/
– https://www.phoronix.com/news/Asahi-Linux-Official-M3
– https://www.gamingonlinux.com/2026/09/asahi-linux-now-officially-supports-macs-with-the-m3-series-soc/
– Valve’s Steam Frame Compatibility Stack for Linux Gaming
– https://partner.steamgames.com/doc/steamhardware/steamframe/compatibility
– https://gitlab.steamos.cloud/frame-public/lepton/
– https://www.gamingonlinux.com/2026/09/lepton-from-valve-to-run-android-games-on-linux-is-now-open-source/
– https://www.gamingonlinux.com/2026/08/lepton-and-fex-get-prepared-for-the-steam-frame-release/
– Microsoft 365 might come to Linux (unofficially)
– https://itsfoss.com/news/bottles-microsoft-365-early-look/
– https://mprove.de/blogs/rss/index.php?rss=mastodon.bsd.cafe%2Ftags%2FMicrosoft.rss
– https://github.com/bottlesdevs/Bottles/releases
– https://usebottles.com/
– Jellyfin 12 Released
– https://jellyfin.org/posts/jellyfin-release-12.0/
– https://github.com/jellyfin/jellyfin/releases
– https://github.com/jellyfin/jellyfin-web/releases
– Open Source Projects Setting Traps for Lazy Ai Submissions
– https://github.com/NetworkManager/NetworkManager/blob/main/AGENTS.md
– https://www.phoronix.com/news/NetworkManager-AI-Canary
– https://github.com/systemd/systemd/blob/main/AGENTS.md
– https://www.phoronix.com/news/systemd-262-rc2
– https://gitlab.freedesktop.org/NetworkManager/NetworkManager/-/merge_requests/2536
– https://gitlab.freedesktop.org/NetworkManager/NetworkManager/-/blob/main/AGENTS.md
– https://hwbusters.com/news/networkmanager-ai-policy-gets-a-trap-word-and-ci-now-scans-every-commit-for-it/
– Raspberry Pi OS Desktop Refresh
– https://www.raspberrypi.com/news/an-updated-look-for-the-raspberry-pi-desktop/
– https://www.raspberrypi.com/news/category/os/raspberry-pi-os/
– Ubuntu 26.10 completes migration to Rust-based coreutils
– https://www.omgubuntu.co.uk/2026/09/ubuntu-2610-rust-coreutils-complete
– https://documentation.ubuntu.com/release-notes/26.10/
– https://uutils.org/
– https://www.phoronix.com/news/Ubuntu-Completes-Rust-Coreutils
– Google is Replacing C-based Android Binder with Rust
– https://lkml.iu.edu/2609.1/12916.html
– https://lists.openwall.net/linux-kernel/2026/09/12/891
– https://www.phoronix.com/news/Google-Binder-C-Goodbye
– RustFS 1.0 Released
– https://www.rustfs.com/blog/announcing-rustfs-1-0-0-ga/
– https://github.com/RustFS/RustFS
– https://linuxiac.com/rustfs-1-0-s3-compatible-object-storage-reaches-ga/
– Support the show
– https://tuxdigital.com/membership
– https://store.tuxdigital.com/

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Thanks For Watching!

#Linux #News #Podcast

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Video by TWiT Tech Podcast Network via YouTube

Experience epic battery life: 36 hours on Pro, 45 on Pro Max. Need a quick boost? 50% charge in 15 minutes, or 7 hours of use from just 5 minutes of charging. Never worry about a low battery again. #iPhone18Pro #FastCharging #BatteryLife #Tech

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