# Running Smarter: Open Source AI for Everyday Machines Page: https://stenobird.com/podcast/open-source-news-elements-7412645/running-smarter-open-source-ai-for-everyday-machines Text version: https://stenobird.com/podcast/open-source-news-elements-7412645/running-smarter-open-source-ai-for-everyday-machines.md Podcast: [Open Source News Elements](https://stenobird.com/podcast/open-source-news-elements-7412645) Published: 2026-05-15T15:14:16+00:00 Episode link: https://cdn.element.fm/468db265-34ed-4145-94a7-fc5a234303b8/2a5ee9fc-bb17-4a57-a961-426ec4d59af5/f9fb3d6f-a9cc-4a9b-a2ce-6a06c9fba608/audio.mp3 Audio file: https://cdn.element.fm/468db265-34ed-4145-94a7-fc5a234303b8/2a5ee9fc-bb17-4a57-a961-426ec4d59af5/f9fb3d6f-a9cc-4a9b-a2ce-6a06c9fba608/audio.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/open-source-news-elements-7412645/episodes/running-smarter-open-source-ai-for-everyday-machines Duration seconds: 534 ## Resource Join John as he delves into the latest breakthroughs in local AI, exploring the practicality of running large language models on basic hardware—no expensive GPUs required. Discover how innovations like GGUF formats, quantisation, and advanced Vulkan API features are putting powerful AI into the hands of everyday users. Plus, learn about new tools in the Linux community, including BleachBit’s TUI and better gaming on MSI handhelds, as well as the latest in safe and predictable multi-agent AI systems. Tune in for insights on the future of open source, hardware compatibility, and the evolving role of AI at the edge. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/open-source-news-elements-7412645/episodes/running-smarter-open-source-ai-for-everyday-machines/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/open-source-news-elements-7412645/running-smarter-open-source-ai-for-everyday-machines.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.