{"podcast":{"title":"Embedded Executive Podcast","slug":"embedded-executive-podcast-523260","podcast_index_feed_id":523260,"rss_url":"https://rss.buzzsprout.com/280498.rss","website_url":"https://embeddedcomputing.com/","image_url":"https://storage.buzzsprout.com/f346pmf0xj9fxktmm9zcs7q2g5fb?.jpg","author":"Rich Nass, Embedded Computing Design","episode_count":392,"summary":"Each week, Embedded Computing Design’s EVP Rich Nass speaks to an executive in the embedded industry to understand what’s happening with the latest products, standards, and trends. The frank discussions reveal the real, behind the scenes issues, so the design community knows what’s coming down the pike. Topics covered in artificial intelligence, machine learning, embedded systems, internet of things, industrial automation, automotive applications, open source and more.","last_synced_at":"2026-09-10T06:19:18.662357+00:00","page_url":"https://stenobird.com/podcast/embedded-executive-podcast-523260"},"episode":{"title":"Embedded Executive: TinyML Could Get You Over the AI Hurdle | Shawn Hymel","slug":"embedded-executive-tinyml-could-get-you-over-the-ai-hurdle-shawn-hymel","published_at":"2026-07-15T14:00:00+00:00","page_url":"https://stenobird.com/podcast/embedded-executive-podcast-523260/embedded-executive-tinyml-could-get-you-over-the-ai-hurdle-shawn-hymel","show_page_url":"https://stenobird.com/podcast/embedded-executive-podcast-523260","url":"https://www.buzzsprout.com/280498/episodes/19493571-embedded-executive-tinyml-could-get-you-over-the-ai-hurdle-shawn-hymel.mp3","audio_url":"https://www.buzzsprout.com/280498/episodes/19493571-embedded-executive-tinyml-could-get-you-over-the-ai-hurdle-shawn-hymel.mp3","summary":"TinyML is somewhat of a secret to embedded designers, but it shouldn’t be. It could be a relatively simple answer to a very complex problem. To understand why developers should know more about it and how it could help them overcome the AI hurdle, I spoke to Shawn Hymel, an embedded systems engineer, educator, and TinyML expert. On this week’s Embedded Executives podcast, we get into where TinyML should be deployed and why, and where it shouldn’t.","meta_description":"TinyML is somewhat of a secret to embedded designers, but it shouldn’t be. It could be a relatively simple answer to a very complex problem. To understand…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1265,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/embedded-executive-podcast-523260/episodes/embedded-executive-tinyml-could-get-you-over-the-ai-hurdle-shawn-hymel/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/embedded-executive-podcast-523260/embedded-executive-tinyml-could-get-you-over-the-ai-hurdle-shawn-hymel.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}