Join us at the premier vendor-neutral open source conference, where developers and technologists come together to collaborate, share knowledge, and explore the latest innovations and advancements in open source technology. Learn more at https://events.linuxfoundation.org/
Keynote: Future-Proofing Confidential AI – Nelly Porter, Director of Product Management, GCP Confidential Computing and Encryption, Google & Anand Pashupathy, VP /& GM, Intel Product Assurance & Security, Intel
As confidential computing becomes the baseline for secure AI, the focus shifts to defending against emerging threats and accelerating complex, hardware-intensive workloads. This session details Google Cloud’s latest architectural advancements in Confidential AI. We will explore the technical integration of post-quantum cryptography (PQC) key management and the expansion of trusted execution environments (TEEs) across both CPUs and GPUs. Join us to understand the underlying infrastructure that enables the processing of highly sensitive data and the training of proprietary models with cryptographic assurance, protecting high-value AI assets against both current and horizon attack vectors.
Or, you can donate whatever you want:
https://paypal.me/thelinuxexp
Liberapay: https://liberapay.com/TheLinuxExperiment/
👕 GET TLE MERCH
Support the channel AND get cool new gear: https://the-linux-experiment.creator-spring.com/
Timestamps:
00:00 Intro
00:56 Sponsor: SquareSpace
02:18 Torvalds talks Kernel and AI
04:19 Torvalds says AI is here to stay on the kernel
07:34 Wayland gives better gaming performance than x11
09:25 Proton warns against Age verification
11:03 Cosmic gets its frosted glass UI & good updates
13:46 X11 server alternative vibe coded in Assembly
16:14 GNOME working on a TestFlight-like interface
18:46 Linux does run on anything
21:10 Firefox will release new versions every 2 weeks
22:27 Mozilla study points all the dark patterns around Edge
24:55 AppManager makes AppImages much better
27:07 Sponsor: Tuxedo Computers
Links:
Torvalds talks Kernel and AI
https://www.zdnet.com/article/open-source-summit-linus-torvalds/
Torvalds says AI is here to stay on the kernel
https://www.phoronix.com/news/Linux-Is-Not-Anti-AI
https://sfconservancy.org/llm-gen-ai/llm-backed-generative-ai-recommendations.html
Wayland gives better gaming performance than x11
https://www.phoronix.com/review/plasma-67-wayland-cachyos/3
Proton warns against Age verification
https://www.techradar.com/vpn/vpn-privacy-security/the-death-of-privacy-online-proton-launches-interactive-map-to-show-age-verification-laws-are-spreading-fast
https://proton.me/age-verification
Get My Course Linux Mastery Express (The FASTEST WAY to learn Linux):
https://linuxtex.thinkific.com
Timestamps:
0:00 Intro
0:40 The Bombshell Nobody Saw Coming!
2:43 The Engineering Dead End
4:30 Ubuntu’s Final Straw
7:12 What Changes For You
9:14 The Security Gamble
TUXEDO OS is walking away from Ubuntu for good — and the reason is bigger than anyone expected. After four years built on Ubuntu LTS, TUXEDO Computers is rebasing its entire operating system onto Debian with a bold new model called "Continuous Debian." This video breaks down exactly what happened, why TUXEDO ditched Canonical, and what this massive Linux distro switch means for everyday desktop users.
The move isn’t just a rebase — it’s a full reinvention. TUXEDO OS is jumping to Debian Testing, switching from Ext4 to Btrfs, and adding automatic Snapper snapshots so the whole system gets an instant rollback safety net. But the switch also comes with one big security catch that every TUXEDO OS user needs to understand before upgrading.
🐧 What this video covers:
– What "Continuous Debian" actually is and how it keeps TUXEDO OS rolling forever
– Why moving to Debian Testing finally fixes years of KDE Plasma and Qt dependency nightmares
– The switch from Ext4 to Btrfs, plus Snapper snapshots and instant boot-menu rollback
– How Canonical’s aggressive Snap push and opaque AI roadmap pushed TUXEDO over the edge
– What existing TUXEDO OS users must know about clean installs and backing up data
– The official Kubuntu 26.04 off-ramp for anyone who wants to stay on Ubuntu
– The Debian Testing security risk nobody is talking about
Whether you run TUXEDO OS, daily-drive Ubuntu, or just love following Linux distro news, this is one of the biggest desktop Linux stories of 2026 — a bellwether moment for Canonical, Debian, and the future of KDE Plasma distributions.
👉 Drop a comment: is Ubuntu growing up, or losing the plot? Let the discussion begin.
🔔 Subscribe for more Linux distro deep-dives, comparisons, and news.
With GPT-5.6, ChatGPT can use the apps on your computer and your browser to complete tasks for you. See how it works across macOS and Windows, how you can collaborate with it in real time, and how it keeps multi-step work moving in the tools you already use.
Learn more: https://learn.chatgpt.com/
Chapters:
00:00 Browser and Computer Use
00:12 Analyzing community feedback
00:26 Annotating in the in-app browser
00:38 Connecting Chrome
00:52 Controlling desktop apps
01:07 Connecting everyday tools
Ready to make your first Apache Airflow contribution? In this hands-on FOSSASIA Summit 2026 workshop, Kan Ouivirach walks you through the complete open-source contribution workflow—from setting up the Airflow development environment to making a code change, running tests, and submitting your first pull request.
Bring your laptop and follow along as you gain practical experience contributing to one of the world’s most popular workflow orchestration projects. Perfect for beginners looking to start their open-source journey.
FOSSASIA Summit 2026 held in Bangkok, is Asia’s leading Open Source tech conference featuring sessions on #AI, #Cloud, #DevOps, #Open Hardware, #Security, #Web #Mobile Technologies, #Web3, and #Databases. Learn more: http://summit.fossasia.org
Miguel (Enterprise Architecture Lead at Deutsche Bank) and Craig Kiting (Head of the Digital Automation Platform at Fidelity Investments) take the stage with FINOS Executive Director Gabriele Columbro. They break down how global financial institutions are pulling engineering resources to drive the roadmap of Flux Nova—moving away from vendor lock-in to establish an openly governed, high-scale workflow orchestration shared service.
🗽 Catch Us in New York! Ready to graduate your automation workflows from incubation into production-grade scale? Join the community at OSFF New York on November 4–5, 2026.
🎟️ Register Now: https://hubs.ly/Q04n_bZL0
🔥 20% OFF DISCOUNT CODE: 26YTOSFFNY20C
🕒 Timestamps:
0:00 Executive Summary: The Rise of Open Governance in Financial Workflows
0:54 Shifting Frameworks: The Accelerated Journey from 2.0 to Version 3.0
1:23 Vendor Ecosystems: Circular Training, Certification, and Certified Partners
2:41 Deutsche Bank’s Technical Architecture Strategy
3:36 The Camunda 7 "Death Star" Moment: Overcoming the End-of-Life Security Gap
4:38 Pooling Resources: Why Global Banks Choose Mutual Governance Over Fragmentation
5:54 Application Silos vs. Centralized Corporate Shared Services
6:47 Handling Enterprise Integration Concerns: HR Leaver Systems and Entitlements
8:44 Fidelity Keynote Kickoff: Running a Centralized Orchestration Platform
9:12 Bragging About the Numbers: 120 Complex Processes Live in Production
9:49 Processing Volume: Pushing Over 100 Million Active Instances Per Year
10:00 Extreme Vertical Scaling: Testing Limits at 1.5 Million Instances Per Hour
11:01 Solving Fragmentation Fatigue Across Core Trading & Brokerage Units
11:56 Observability Blind Spots: Pinpointing Failure Points in Servicing Ecosystems
12:33 Radical Velocity: Moving from Code Inception to 50,000-Hour Operational Savings
13:41 Automated Communications vs. Restructuring the Servicing Exception Loop
14:47 Agentic Guardrails: Using Flux Nova to Govern Non-Deterministic Agent Fleets
15:32 Separating Proprietary Authorization Upgrades from Open Contributions
16:27 Developer Satisfaction: Transforming Internal Software Engineers into Global Maintainers
17:05 Version 3 Release Sneak Peek: Integrating Model Context Protocol (MCP) and Dashboards
17:44 Project Incubation Milestone Challenge: Targeting Graduation Status for New York
📊 The Problem: The Security Risk of End-of-Life Proprietary Foundations
When major enterprise vendors alter their open-source licensing models—such as Camunda 7 choosing to halt open releases and end security patch lifecycles—regulated banks face a major operations crisis. Operating core business lines or trading desks on unmaintained, end-of-life workflow software introduces unacceptable security and operational risks. However, manually refactoring thousands of isolated proprietary applications across separate corporate silos triggers massive migration friction, fragmentation fatigue, and astronomical developer runtime costs.
🏗️ The Solution: The Flux Nova Centralized Shared Service Pattern
Fidelity and Deutsche Bank outline a repeatable architectural blueprint to decouple enterprise integration from business logic:
The Shared Service Fabric: Consolidating workflow orchestration onto a single, centrally managed platform layer, removing configuration and infrastructure upkeep from application teams.
Enterprise Identity Mutualization: Abstracting complex corporate bindings—including HR joiner-mover-leaver logs and strict authorization hooks—directly within the platform plane.
Massive Vertical Scale: Validating the platform core under extreme conditions to confidently process over 1.5 million active transaction instances per hour without service disruption.
⚙️ Why This Matters for Financial Engineering
The Agentic Control Leash: Using deterministic workflow state graphs to act as strict execution guardrails for probabilistic, non-deterministic AI agents, verifying model inputs before letting data execute.
Developer Retention Leverage: Providing bank developers with a structured framework to safely contribute enhancements (such as backward-compatibility layers) straight back upstream, boosting team fulfillment.
🌐 More about FINOS: https://www.finos.org/
📧 Join our newsletter: https://www.finos.org/sign-up
🎙️ Listen to our Open Source in Finance Podcast: https://www.youtube.com/@FINOS/podcasts
LinkedIn: https://www.linkedin.com/company/finosfoundation
Video by Open Data Science and AI Conference via YouTube
Build the skills behind practical Personal AI Agents!
On July 21, join ODSC AI Personal AI Agents -LIVE- for a free half-day virtual summit focused on turning AI agent ideas into usable systems, workflows, and architectures.
These sessions go beyond demos. You’ll explore how builders are applying personal AI across developer workflows, agent frameworks, MCP architecture, and production-ready multimodal systems.
Learn how personal AI agents are being built, connected, and applied across real workflows — with tools, context, orchestration, and human review in the loop.
SAP S/4HANA Cloud Public Edition 2608 brings Business AI deeper into ERP, helping people work faster, reduce manual effort, and stay in control.
In this AI innovation overview, Yannick Peterschmitt from Cloud ERP and SCM Product Success explores how the 2608 release moves organizations closer to SAP’s vision of the Autonomous Enterprise. See how Joule Work, AI-assisted experiences, and intelligent agents are helping transform everyday ERP processes across user experience, professional services, environment, health, and safety, and finance.
You’ll see how SAP Business AI can support people in the flow of work, from using natural language to update business documents, to analyzing work in progress, to turning compliance documents into structured obligations, to preparing journal entries for review. These innovations help reduce repetitive work, improve decision-making, and give teams more time to focus on higher-value activities.
Highlights include:
🧠 Joule Work — Bring together business context, relevant insights, automation, and AI agents in one dynamic workspace built around user intent.
✨ AI-assisted easy fill — Update SAP business documents using natural language instead of entering data field by field.
📊 AI-assisted work in progress analytics and management — Analyze aging work in progress, surface critical insights, and generate executive summaries to support faster project financial decisions.
🦺 AI-assisted compliance management — Transform regulations, permits, and corporate policies into structured compliance obligations while keeping users in control.
📒 Journal entry agent — Interpret unstructured business information, recommend accounting data, and prepare journal entries for review.
Chapters:
00:00 Welcome & Introduction
00:23 Business AI and the Autonomous Enterprise
01:15 Joule Work
01:56 AI-assisted easy fill (User Experience)
02:34 AI-assisted work in progress analytics & management (Professional Services)
03:04 AI-assisted compliance management (Environment, Health & Safety)
04:01 Journal entry agent (Finance)
04:42 Closing Thoughts
• Read Yannick’s blog on AI Release Highlights in SAP S/4HANA Cloud Public Edition 2608 release:
https://community.sap.com/t5/enterprise-resource-planning-blog-posts-by-sap/unlock-ai-and-next-gen-cloud-erp-innovations-in-sap-s-4hana-cloud-public/ba-p/14434537
• Explore SAP Community:
https://sap.to/6055CIrvT
• Learn more about SAP Cloud ERP: https://sap.to/6056CIrvp
Follow us on social:
LinkedIn: https://www.linkedin.com/company/sap/
Instagram: https://www.instagram.com/sap
Facebook: https://www.facebook.com/SAP/
Threads: https://www.threads.com/@sap
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://www.sap.com/index.html
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