The Wheel of Doom Challenge – Part 1 – The Linux Cast

The Wheel of Doom Challenge - Part 1 - The Linux Cast

Video by The Linux Cast via YouTube
The Wheel of Doom Challenge - Part 1 - The Linux Cast

We’re back! Tonight we’re doing something special! We’re going to start a challenge where everything is random and painful!

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#Credits
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[show notes]
https://git.thelinuxcast.org/notes/s10/1016.md

Just a reminder that the live stream will go unlisted directly after the stream. The edited version will be posted on Saturday night. Live stream replays can be had by joining us on Patreon: https://patreon.com/thelinuxcast

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The Texas Town at the forefront of OpenAI’s Stargate Project

The Texas Town at the forefront of OpenAI's Stargate Project

Video by OpenAI via YouTube
The Texas Town at the forefront of OpenAI's Stargate Project

Abilene, Texas wasn’t known as a technology hub.

Now it’s the first home of Stargate, one of the most ambitious AI infrastructure projects ever built.

Local leaders share what Stargate means for their community, from new investment and infrastructure improvements to the opportunities it could create for generations to come.

This is the story of how a West Texas town became an early part of the future of AI.

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Automated ML Audit Trails & AutoDoc in H2O Driverless AI | Part 24

Automated ML Audit Trails & AutoDoc in H2O Driverless AI | Part 24

Video by H2O.ai via YouTube
Automated ML Audit Trails & AutoDoc in H2O Driverless AI | Part 24

How H2O.ai delivers audit-ready AI with centralized logging, automated model documentation, and traceable agent execution.

When regulators ask questions, teams need a complete, reproducible paper trail. H2O.ai builds auditability directly into the DSML lifecycle—centralized audit logs capture every user action, deployment event, and configuration change with precise timestamps and actor context. AutoDoc eliminates manual reporting by generating comprehensive model documentation automatically. For generative AI, every agent execution step is fully traceable, exposing tool calls, data access, and reasoning steps to explain exactly how a recommendation was reached.

Technical Capabilities & Resources

➤ Centralized Audit Logging: Complete history of user actions, administrative changes, and operational events with timestamps and actor context.
🔗 https://docs.h2o.ai/haic-documentation/security-guarantees-model#audit-logging

➤ Automated Model Documentation (AutoDoc): Generate reproducible reports covering model configurations, feature importance, and performance metrics automatically.
🔗 https://docs.h2o.ai/driverless-ai/latest-lts/docs/userguide/autodoc-using.html

➤ Traceable Agent Execution: Step-by-step breakdown of agent tool calls, data access, and reasoning for full decision transparency.
🔗 https://docs.h2oai.com/enterprise-h2ogpte/guide/agents#how-to-review-agent-behavior

➤ ML Interpretability & Retention: Support long-term compliance with interpretability tooling and configurable data retention policies.
🔗 https://docs.h2o.ai/driverless-ai/latest-lts/docs/userguide/mli.html

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What Flakes Don’t Let You Pin, Toastal, #FOSSASIA Summit 2026 #Operating System

What Flakes Don’t Let You Pin, Toastal, #FOSSASIA Summit 2026 #Operating System

Video by FOSSASIA via YouTube
What Flakes Don’t Let You Pin, Toastal, #FOSSASIA Summit 2026 #Operating System

Reproducible builds in Nix depend on reliable input pinning—but existing solutions like niv, npins, and Flakes come with limitations. This talk introduces **Nixtamal**, a flexible, manifest-based approach designed to simplify and improve dependency pinning in Nix workflows.

We’ll compare current pinning methods, explore where tools like Flakes and `inputs.*.follows` fall short, and explain how Nixtamal separates input pinning from project composition for cleaner and more maintainable setups.

Learn how declarative manifests, mirrors, patches, and user-defined freshness rules enable more robust dependency management across diverse workflows and version control systems. Perfect for Nix users and developers looking for reproducible, scalable, and flexible build environments.

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

#FOSSASIA #FOSSASIASummit #opensource #FOSS #Operating System

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From attendee to KubeCon + CloudNativeCon India Co-Chair

From attendee to KubeCon + CloudNativeCon India Co-Chair

Video by CNCF [Cloud Native Computing Foundation] via YouTube
From attendee to KubeCon + CloudNativeCon India Co-Chair

Two years ago, Sonali Srivastava sat in the audience at KubeCon India wondering how to get to the main stage. This June 18-19, she’s co-chairing the entire event in Mumbai. 🤝

The cloud native community is all about consistency and lifting each other up. Join Sonali and the local community in Mumbai next month to dive into real-world production stories, technical tracks, and architecture scaling.

🎟️ Grab your ticket and view the schedule: https://bit.ly/4v1s9JQ

#KubeCon #CloudNative #Kubernetes #KubeConIndia

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AI Safety: Jailbreaking Frontier Models Revealed!

AI Safety: Jailbreaking Frontier Models Revealed!

Video by Open Data Science and AI Conference via YouTube
AI Safety: Jailbreaking Frontier Models Revealed!

Nouha Dziri, Senior Research Scientist at Cohere Labs, explores the concerning rise of AI jailbreaking.

Want to learn more about AI in person? Check out ODSC AI West 2026, coming to Burlingame this October 27th-29th: https://hubs.li/Q04cYsmk0

#DataScience #AI #ArtificialIntelligence #ODSCAI

————————————————————————————————————-

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

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On Bitwarden’s Plans to Keep Things Always Free

On Bitwarden's Plans to Keep Things Always Free

Video by TWiT Tech Podcast Network via YouTube
On Bitwarden's Plans to Keep Things Always Free

Bitwarden’s Kyle Spearring addresses the community concerns with Leo Laporte over the removal of Bitwarden’s "always free" messaging on its webpage.

Bitwarden is a sponsor of the TWiT Network.

Watch the full conversation with Kyle Spearrin, Founder & CTO of Bitwarden – https://youtu.be/nSxzdZEGHNY

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We Should All Be Worried About Linux – LTT Linux Challenge

We Should All Be Worried About Linux - LTT Linux Challenge

Video by The Linux Cast via YouTube
We Should All Be Worried About Linux - LTT Linux Challenge

Today I talk about the most recent @LinusTechTips Linux challenge and the worries it gives me about the Linux community.

👇 PULL IT DOWN FOR THE GOOD STUFF 👇

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Why the best engineers never stop learning 🧠

Why the best engineers never stop learning 🧠

Video by CNCF [Cloud Native Computing Foundation] via YouTube
Why the best engineers never stop learning 🧠

Meet Eva Gustavsson, a retired Master System Designer at Ericsson who spent her career proving that the best engineers never stop asking questions.

From hardware design to adapting the Istio service mesh for Ericsson’s production rules, Eva’s drive was simple: continuous learning.

What’s the next technical roadblock you’re trying to figure out? Drop it in the comments. 👇

#CloudNative #OpenSource #Istio

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