Solar Powered Air Pump From Scrap Materials

Solar Powered Air Pump From Scrap Materials

Video by OpenSourceLowTech via YouTube
Solar Powered Air Pump From Scrap Materials

A 2.5 litre per second air pump powered directly from a photovoltaic panel, about $10 in materials.

The sound on the video isn’t amazing, if there’s any questions let me know. I’ll be doing a more involved construction tutorial on this at some point.

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GPT-6 Astra with Ben Davis

GPT-6 Astra with Ben Davis

Video by OpenAI via YouTube
GPT-6 Astra with Ben Davis

Ben Davis shares his first impressions of GPT-6 Astra after testing it on some of DEF CON’s hardest puzzle challenges. He explains how parallel research branches help the model test theories, stay on track, and solve complex problems, including one no one else had solved.

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How the Lossless Semantic Tree Changes Code Remediation

How the Lossless Semantic Tree Changes Code Remediation

Video by FINOS via YouTube
How the Lossless Semantic Tree Changes Code Remediation

Basic ASTs and AI aren’t enough to safely automate code fixes. To securely update transitive dependencies across a massive enterprise codebase, you need a compiler-accurate representation: the Lossless Semantic Tree (LST). See how the foundational technology behind modern remediation platforms supports the FINOS OSERA initiative to fix enterprise vulnerabilities once and distribute them everywhere. #SoftwareEngineering #OSERA #FINOS

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AI Voice Cloning: Scarily Easy Deepfake Technology #shorts

AI Voice Cloning: Scarily Easy Deepfake Technology #shorts

Video by TWiT Tech Podcast Network via YouTube
AI Voice Cloning: Scarily Easy Deepfake Technology #shorts

AI voice cloning is now incredibly easy, running on personal hardware. This demonstration shows how simple it is to create convincing deepfakes, raising serious concerns. #Deepfakes #AI #VoiceCloning #Technology

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KDE is firing on all cylinders, Brave says they’re the best browser, CERN moves to Debian

KDE is firing on all cylinders, Brave says they're the best browser, CERN moves to Debian

Video by The Linux Experiment via YouTube
KDE is firing on all cylinders, Brave says they're the best browser, CERN moves to Debian

Check out TuxCare’s Endless Lifecycle Support for Debian 11 (and other Open Source projects): https://tuxcare.com/endless-lifecycle-support/debian-11-eol-support/?utm_source=youtube&utm_medium=paid_social&utm_campaign=debian%2011%20els&utm_content=the%20Linux%20experiment

Grab a brand new laptop or desktop running Linux: https://www.tuxedocomputers.com/en#

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Timestamps:
00:00 Intro
00:44 Sponsor: TuxCare
01:45 Brave say they outperform every other major browser
04:49 Firefox 155 should load pages faster
06:36 CERN leaves Red Hat for Debian
09:42 Debian says yes to AI
12:14 GNOME 51 will improve hybrid GPU support
13:52 Plasma 6.8 adds more accessibility features to Wayland
15:19 KDE’s theme engine supports more KDE apps now
16:39 Artix drops XLibre after it pushes a maintainer to resign
18:59 KDE Connect redesign ready for testing
20:29 FOSS Minecraft Luanti taken down by Microsoft
23:25 KDE Linux makes more progress towards its beta
25:24 Grab bag of gaming news
28:45 Sponsor: Tuxedo Computers

Links:

Brave say they outperform every other major browser
https://brave.com/blog/brave-outperforms-other-browsers/

Firefox 155 should load pages faster
https://itsfoss.com/news/firefox-155-faster-page-loads/

CERN leaves Red Hat for Debian
https://www.phoronix.com/news/CERN-Goes-Debian-Leaving-RHEL

Debian says yes to AI
https://lists.debian.org/debian-devel-announce/2026/08/msg00005.html

GNOME 51 will improve hybrid GPU support
https://gitlab.gnome.org/GNOME/mutter/-/merge_requests/5219
https://www.phoronix.com/news/GNOME-Shell-Mutter-51-RC

Plasma 6.8 adds more accessibility features to Wayland

Wayland pain points – Dwell Clicker

KDE’s theme engine supports more KDE apps now
https://blogs.kde.org/2026/08/28/this-week-in-plasma-qtwidgets-apps-join-the-union/

Artix drops XLibre after it pushes a maintainer to resign
https://artixlinux.org/news.php#XLibre_support_discontinued
https://forum.artixlinux.org/index.php/topic,10283.msg61637.html

KDE Connect redesign ready for testing
https://tintotint.eu/programming/kde-connect2/

FOSS Minecraft Luanti taken down by Microsoft
https://blog.luanti.org/2026/08/27/luanti-dmca-tracer-ai/

Project VEGA

KDE Linux makes more progress towards its beta
https://blogs.kde.org/2026/08/31/this-month-in-kde-linux-august-2026/

Grab bag of gaming news
https://www.gamingonlinux.com/2026/08/steam-deck-steamos-hit-over-30-000-verified-playable-games/
https://www.gamingonlinux.com/2026/08/game-launcher-launchbox-should-get-a-linux-version-in-2027/
https://arstechnica.com/gaming/2026/08/a-12tb-steam-teraleak-spills-more-than-a-decade-of-lost-pc-gaming-history/

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Open-Source AI Boom: Big Tech Bets Big

Open-Source AI Boom: Big Tech Bets Big

Analysis: The Open-Source Tipping Point The latest headlines paint a vivid picture: open-source is no longer just a niche movement—it’s becoming the backbone of modern tech, particularly in AI. From Nvidia’s massive $13 billion acquisition of Hugging Face to Abu Dhabi’s release of fully transparent models, the momentum is undeniable. This shift is driven by … Read more

Introducing GPT-6 Astra for developers

Introducing GPT-6 Astra for developers

Video by OpenAI via YouTube
Introducing GPT-6 Astra for developers

Meet GPT-6 Astra, our latest frontier model for tasks where raw intelligence matters. Charlie Guo, Developer Experience Engineer at OpenAI, demonstrates improved Computer Use, stronger creative and knowledge-work outputs, and new asynchronous tool calling and steering in the Responses API.

Read more: https://openai.com/index/gpt-6-astra/

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Agentic AI: The Shift from Automation to Autonomous Action

Agentic AI: The Shift from Automation to Autonomous Action

Video by H2O.ai via YouTube
Agentic AI: The Shift from Automation to Autonomous Action

Agentic is in almost every AI conversation right now. Here is what it actually means, and how an agent differs from an assistant that only answers questions.

An AI agent takes a goal and works out the steps itself. Instead of someone manually pulling reports, running analysis and flagging accounts, the agent accesses the data, identifies at-risk customers, prioritizes them and surfaces the list ready to act on.

Terms covered:
– AI Agent: an AI that acts on a goal rather than responding to a prompt
– Agentic AI: systems that operate across multiple steps, decide along the way and adapt when something goes wrong
– Agentic: what the word signals when it describes a workflow, a platform or a process

Real examples: churn reduction in retail, patient follow-ups in healthcare, overnight compliance checks in financial services, live rerouting in logistics.

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#AgenticAI #AIAgents #AI #AIGlossary #H2Oai

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We shipped 207 WebGPU Kernels for Browser AI

We shipped 207 WebGPU Kernels for Browser AI

Video by Hugging Face via YouTube
We shipped 207 WebGPU Kernels for Browser AI

We shipped 207 WebGPU kernels for browser AI, all open source on the Hugging Face Hub, plus @huggingface/kernels, a library that loads, validates, renders and runs them for you.

This video walks through how it works: what an op is vs a kernel, why WGSL, and why we ship Jinja templates instead of fixed WGSL files. The browser picks the data types and workgroup sizes your device supports and builds the fastest kernel for that hardware.
Then two demos built on top of it: an attention mechanism with the tinyBERT weights in ~20 lines of JavaScript, and a 1M+ cell wave animation driven by a single matmul kernel, capped only by requestAnimationFrame.

Finally, Fleet: run the kernel benchmarks on your own GPU. The results help us optimize the kernels for the thousands of devices we can’t test ourselves.

Links
Blog post: https://huggingface.co/blog/webgpu-kernels
Kernel playground: https://huggingface.co/spaces/nico-martin/webgpu-kernels
npm: https://www.npmjs.com/package/@huggingface/kernels
Kernels on the Hub: https://huggingface.co/webgpu-kernels
Fleet: https://webgpu-kernels-fleet.hf.space/

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