In Case You Missed It: Last Week in AI – Claude’s New Workspace, Astra for Law, and AI Containment

In Case You Missed It: Last Week in AI - Claude’s New Workspace, Astra for Law, and AI Containment

Video by Open Data Science and AI Conference via YouTube
In Case You Missed It: Last Week in AI - Claude’s New Workspace, Astra for Law, and AI Containment

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

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EssilorLuxottica’s Digital Transformation Journey with SAP

EssilorLuxottica's Digital Transformation Journey with SAP

Video by SAP via YouTube
EssilorLuxottica's Digital Transformation Journey with SAP

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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Linux on M3 Macs, GNOME 51, Steam Frame, Jellyfin 12, Microsoft 365 on Linux, & more Linux news

Linux on M3 Macs, GNOME 51, Steam Frame, Jellyfin 12, Microsoft 365 on Linux, & more Linux news

Video by Michael Tunnell via YouTube
Linux on M3 Macs, GNOME 51, Steam Frame, Jellyfin 12, Microsoft 365 on Linux, & more Linux news

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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Open Source Digest: Kernel Security, Coding Tools & Community Highlights

Open Source Digest: Kernel Security, Coding Tools & Community Highlights

Security Alerts and Kernel Updates German authority warns: Linux systems are under attack via kernel vulnerabilities, urging immediate patching. Critical local root vulns discovered: A quartet of Linux local root vulnerabilities—DirtyAH6, PPPoEject, TUNderflow, and DiagSpill—require attention. Kernel update: Linux 7.3-rc4 released to mainline, bringing various fixes and improvements. New Tools and Releases Z.AI open-sources ZCode: … Read more

Open Source AI Shakeup: Global Models & Debates

Open Source AI Shakeup: Global Models & Debates

This Week in Open Source: AI’s Open-Source Revolution Heats Up Open source is no longer just about Linux and Firefox—it’s now the battleground for the future of artificial intelligence. This week, we’ve seen seismic shifts: a Chinese AI model stunned Silicon Valley, Twitter’s co-founder weighed in on open-source AI risks, and a new 975-billion-parameter behemoth … Read more

Linux Ecosystem News: AI Tools, Massive Funding, and Enterprise Shifts

Linux Ecosystem News: AI Tools, Massive Funding, and Enterprise Shifts

Open Source’s Big Moment: AI and Enterprise Adoption The open-source world is buzzing with activity, from new AI tools that run in your browser to a Linux distro that just raised $18.5 million from tech billionaires. This week’s digest highlights a clear trend: open source is becoming more integrated into enterprise environments and everyday workflows. … Read more

Structured Output in the browser with Transformers.js 4.3

Structured Output in the browser with Transformers.js 4.3

Video by Hugging Face via YouTube
Structured Output in the browser with Transformers.js 4.3

Structured output is here. The new @huggingface/transformers-structured-output package hooks into token generation and makes sure every token follows your JSON Schema or regex.

Full walkthrough in the linked video.

npm: https://www.npmjs.com/package/@huggingface/transformers-structured-output
Release notes: https://github.com/huggingface/transformers.js/releases/tag/4.3.0

#transformersjs #huggingface #javascript #llm #webgpu

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A Tiered Cross-Repository CI Relay for Out-of-Tree Backends

A Tiered Cross-Repository CI Relay for Out-of-Tree Backends

Video by PyTorch via YouTube
A Tiered Cross-Repository CI Relay for Out-of-Tree Backends

At PyTorch Conference North America 2026 in San Jose, Red Hat engineers Jewel Muraledharan and Subin George Malana will present on Cross-Repository CI Relay (CRCR) to explore how downstream repositories can seamlessly integrate into upstream PyTorch CI.

Their session will detail how CRCR enables a tiered onboarding model alongside real-time visibility for downstream repositories in HUD.

Join us in San Jose on October 20 and 21 to learn how CRCR streamlines testing workflows across the ecosystem.

Register today: https://hubs.la/Q04v4SL60

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How KubeCon + CloudNativeCon Drives Career & Community Growth

How KubeCon + CloudNativeCon Drives Career & Community Growth

Video by CNCF [Cloud Native Computing Foundation] via YouTube
How KubeCon + CloudNativeCon Drives Career & Community Growth

Irvi Aini highlights how KubeCon + CloudNativeCon brings practitioners together to discuss production realities, from core infrastructure to building AI on existing stack investments.

Register for KubeCon + CloudNativeCon North America today: https://events.linuxfoundation.org/kubecon-cloudnativecon-north-america/register/

#Shorts #CloudNative #OpenSource #Kubernetes #KubeCon

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