AI Value at Scale with ZF Group | SAP Sapphire Madrid 2026

AI Value at Scale with ZF Group | SAP Sapphire Madrid 2026

Video by SAP via YouTube
AI Value at Scale with ZF Group | SAP Sapphire Madrid 2026

See how ZF Group is using SAP RISE, SAP Business Data Cloud, and AI to modernize a complex global manufacturing landscape.

At SAP Sapphire Madrid 2026, Thomas Buck, Chief Information Officer at ZF Group, shares how ZF Group is preparing for AI at scale while transforming a highly customized SAP ECC environment shaped by years of growth and acquisitions. With more than 150,000 employees across 29 countries and 160+ plants, ZF is using RISE with SAP and SAP Business Data Cloud to move toward clean core, make data AI-ready, and build a stronger foundation for innovation.

The conversation explores how ZF is applying AI to an industry-specific quality management challenge: the 8D problem-solving process. Today, teams manually review historical reports, search for similar cases, identify root causes, and assess whether issues could recur across other products. Working with SAP through a forward-deployed engineering approach, ZF built a custom AI framework with four agents to help analyze historical data, compare current cases, support root cause analysis, and propose solutions based on past cases.

ZF also shares the expected business value, including faster processes, improved quality, and potential savings in the mid double-digit millions of euros. The discussion closes with how WalkMe helps users adopt new AI-enabled ways of working and how SAP Max Success Plan supports ZF’s broader transformation journey.

Chapters:
00:00 – Welcome and ZF’s AI journey
00:28 – ZF’s global manufacturing scale
01:13 – Moving from complex ECC landscapes to clean core
01:56 – RISE with SAP and SAP Business Data Cloud
03:08 – Industry AI and the 8D quality process
04:24 – Building a four-agent AI framework
05:07 – Forward-deployed engineering with SAP
06:05 – AI value and expected savings
07:14 – Driving adoption with WalkMe
08:31 – What’s next for ZF and SAP

Watch the full Customer Success Keynote. 👉https://sap.to/6050B8GXnq
Watch all SAP Sapphire replays on demand. 👉https://sap.to/6052B8GXns

Follow SAP:
LinkedIn: https://sap.to/6054B8GXnQ
Instagram: https://sap.to/6057B8GXnx
Facebook: https://sap.to/6058B8GXnI
Threads: https://sap.to/6059B8GXnL

About SAP:
As a global leader in enterprise applications and business AI, SAP stands at the nexus of business and technology. For over 50 years, organizations have trusted SAP to bring out their best by uniting business-critical operations spanning finance, procurement, HR, supply chain, and customer experience. For more information, visit: https://sap.to/6050B8GXn0

#RISEwithSAP #SAPBusinessAI #SAPSapphireMadrid2026

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Reacting to Part 2 of Linus Tech Tips 2026 Linux Challenge

Reacting to Part 2 of Linus Tech Tips 2026 Linux Challenge

Video by Michael Tunnell via YouTube
Reacting to Part 2 of Linus Tech Tips 2026 Linux Challenge

Linus Tech Tips is back with Part 2 of their 2026 Linux Challenge so of course I had to react to it.

In this reaction video, I go through Linus’ latest Linux experiment and share my thoughts as someone who has been daily driving Linux for many years. We’ll talk about what went well, what didn’t, and some of the bigger takeaways for people who are curious about switching to Linux themselves.

Original Linus Tech Tips video:

My video for getting started with Linux:

Latest episode of This Week in Linux:

Join my Linux community:
https://tuxdigital.com/community

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

Chapters:
00:00:00 Intro
00:00:44 LINUS WHY POP_OS!
00:11:26 AI Chatbots & Listicles, nah
00:14:50 More of a Pen Test for Linux
00:17:13 Elijah’s Network Share Issue
00:20:50 Luke Trying Some Advanced Stuff
00:23:20 NTFS on Linux
00:27:08 Elijah’s Gaming Experience
00:27:31 Video Codec Issues
00:29:51 Who Should We Blame?
00:31:40 Oh, I know who’s to blame!
00:32:33 73.6% of All Percentage Stats are Made Up
00:34:16 Linux Gamers like to help more
00:38:12 Linus Tries Other Distros
00:41:11 What is a Beta?
00:44:36 SteamOS
00:45:02 Is switching out hardware a bit of a hack?
00:46:43 Linus tries Kubuntu
00:48:16 Debs vs Flatpaks vs Snaps vs AppImages
00:49:59 OBS issues but is it really?
00:51:35 Clearing up Flatpak and Wayland confusion
00:54:38 Windows Bad Also
00:58:04 Toxic community claims
01:02:25 App Compatibilty things
01:04:01 DaVinci Resolve is great
01:05:10 Elijah discovers an Immutable OS
01:08:53 Kdenlive
01:09:30 In defense of GIMP, well kind of
01:12:12 LTT Still LOVES Open Source!
01:12:55 Join in at Home!
01:13:34 Creating content to help find ways to improve
01:15:40 PT 3 Soon-ish
01:16:18 Outro

Thanks For Watching!

#Linux #OpenSource #SwitchtoLinux

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7 Things Linux Does WAY Better Than Windows! (#1 Will BLOW YOUR MIND)

7 Things Linux Does WAY Better Than Windows! (#1 Will BLOW YOUR MIND)

Video by Linux Tex via YouTube
7 Things Linux Does WAY Better Than Windows! (#1 Will BLOW YOUR MIND)

⚡ Try Linux on VPS! Spin up Linux distros in 30 seconds with Hostinger VPS
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Use code : LINUXTEX

Tired of Windows getting in your way? After daily driving Linux for nearly 20 years, I’m laying out exactly 7 things Linux does flat out better than Windows in 2026 — and #1 is the one that’ll completely change how you think about computing.

This is not a rant. This is receipts. Real, demo-backed wins that go way beyond "open source is cool." From privacy that’s actually yours, to giving a dying Windows 10 laptop a second life, to a desktop you can truly call your own — these are the reasons millions of people are quietly switching from Windows to Linux this year.

Here’s what we cover in this video:
🔒 Real privacy by default — no Microsoft account, no telemetry, no tracking, no leash
💻 Bring old hardware back to life — Windows 11 demands TPM 2.0, Linux doesn’t care
🎨 Unlimited desktop customization — GNOME Extensions, KDE Plasma widgets, Cinnamon Spices
💿 The Live USB test drive — try the entire OS on your machine before you install
🚀 The GNOME workspace flow — a fundamentally smarter way to use your computer
📦 One-command app installs — APT, DNF, Flatpak, Snap — no more .exe hunting
🌍 Real choice — Ubuntu, Fedora, Linux Mint, Arch, Debian, openSUSE, Pop!_OS, Zorin and beyond

Whether you’re a long-time Windows user thinking about switching to Linux, a curious tech enthusiast, or a complete Linux beginner trying to figure out which distro to start with — this video lays it all out without the fanboy nonsense.

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Timestamps:
0:00 Intro
0:37 #7 Real Privacy
2:28 #6 Old Hardware Support
3:31 #5 Customization
5:21 #4 Live USB
6:52 Sponsor- Hostinger
7:39 #3 Gnome Workspace Flow
8:58 #2 App Store Done Right
10:05 #1 Distros & EcoSystem

🔗 Next up: Top 10 Best Linux Distros of 2026 — a must-watch if you’re a Linux newcomer or thinking about switching from Windows.

Linux vs Windows 2026 | switch from Windows to Linux | why Linux is better than Windows | Linux for beginners | Ubuntu 26.04 LTS | Linux Mint review | Fedora vs Ubuntu | GNOME extensions | Linux customization | Linux privacy vs Windows | install Linux on old laptop | Windows 11 alternative | desktop Linux 2026 | Linux vs Windows 11 | best Linux distro 2026 | TPM 2.0 Linux | Microsoft account requirement | switching to Linux | daily driving Linux | KDE Plasma | apt install | Flatpak vs Snap | live USB Linux | GNOME workspaces | open source operating system

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Open Source News: Sovereignty, Security & Community

Open Source News: Sovereignty, Security & Community

Digital Sovereignty & Open Source Alternatives A new study finds that Opendesk is not a fully equivalent replacement for Microsoft 365, highlighting gaps in digital sovereignty for public administrations. Heise IT Summit 2026 will feature a conference on digital sovereignty, exploring strategies for reducing vendor lock-in. Switzerland is evaluating open source alternatives to proprietary software … Read more

Open Source Under Attack & AI Agents Rise

Open Source Under Attack & AI Agents Rise

Key Insights Open source software is facing a dual threat: a surge in sophisticated poisonings by hackers targeting the supply chain, and legal risks from using open source AI models without proper IP checks. Yet, the community pushes forward with innovations like GitHub Copilot for Eclipse going open source and AI agents reshaping enterprise computing. … Read more

Open Source News: KDE €1M, Scaling Shift, Backlog Buckets

Open Source News: KDE €1M, Scaling Shift, Backlog Buckets

Open Source Project Management Gets a Boost OpenProject 17.4 introduces Backlog buckets, a feature designed to help teams manage large backlogs more effectively. This update addresses common pain points in agile workflows by enabling customizable organization of backlog items. The announcement hints at further agile improvements, signaling a continued focus on enhancing project management tools … Read more

The future of agile way of working in OpenProject: Backlog buckets

The future of agile way of working in OpenProject: Backlog buckets

Video by OpenProject | Open Source Project Management via YouTube
The future of agile way of working in OpenProject: Backlog buckets

We’ve heard from many teams that navigating hundreds of thousands of backlog items can quickly become overwhelming, so we built a solution.

With OpenProject 17.4, we’ve introduced Backlog buckets: a new way to organize your backlog exactly how your team needs it.

And we’re just getting started, as promised, more agile improvements are on the way. Stay tuned.

Source

On the slow death of Scaling (birth of Adaption Labs) | Sara Hooker | HF ML Club India EP2

On the slow death of Scaling (birth of Adaption Labs) | Sara Hooker | HF ML Club India EP2

Video by Hugging Face via YouTube
On the slow death of Scaling (birth of Adaption Labs) | Sara Hooker | HF ML Club India EP2

This video features Dr. Sara Hooker, co-founder of Adaption Labs, discussing the transition from monolithic model scaling to an era of adaptive intelligence. Addressing the Hugging Face ML Club India, she explores why the "bigger is better" race in compute is reaching an inflection point and what this means for the future of research.

Timestamps:
* 00:00 – Introduction of Dr. Sara Hooker
* 02:37 – Personal anecdote: Using ChatGPT to generate presentation slides
* 04:03 – The problem with monolithic AI and "one-size-fits-all" models
* 05:27 – Analyzing the "Bitter Lesson" and the limits of scaling
* 07:08 – How the belief in scaling has shaped the AI ecosystem
* 09:28 – Evidence against monolithic models: Performant small models and weight redundancy
* 11:00 – Recent disappointments in massive model scaling
* 12:20 – Moving toward post-training and test-time scaling
* 14:14 – Optimization in the data space and Adapt Data
* 15:38 – Auto Scientist: Automating end-to-end model adaptation
* 19:26 – The pillars of research at Adaption Labs
* 21:30 – Q&A: Can you explicitly optimize for adaptability?
* 23:44 – Q&A: Relationship between pre-training, post-training, and test-time scaling
* 28:46 – Q&A: Defining adaptive intelligence vs. continual learning
* 31:32 – Q&A: Efficiency as a pillar for data and compute
* 35:12 – Q&A: Why do labs still invest in LLMs over alternatives?
* 37:20 – Q&A: The impact of the "Hardware Lottery"
* 40:30 – Q&A: The future of adaptive user interfaces
* 43:03 – Q&A: Accuracy and limitations of public "scaling laws"
* 44:28 – Q&A: Undervalued research domains (Sparsity and alternative architectures)
* 48:50- Q&A: Evolution of advice for machine learning beginners
* 53:16 – Q&A: The "Strawberry" problem and tokenization issues
* 56:44 – Q&A: The importance of research communities
* 57:50 – Q&A: pertinent theoretical research in optimization

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