# The Future of RF: Digital Twins and the Elimination of System Integration Risks Page: https://stenobird.com/podcast/amelia-s-weekly-fish-fry-166630/the-future-of-rf-digital-twins-and-the-elimination-of-system-integration-risks Text version: https://stenobird.com/podcast/amelia-s-weekly-fish-fry-166630/the-future-of-rf-digital-twins-and-the-elimination-of-system-integration-risks.md Podcast: [Amelia's Weekly Fish Fry](https://stenobird.com/podcast/amelia-s-weekly-fish-fry-166630) Published: 2026-05-08T07:00:00+00:00 Episode link: https://techfocus.podbean.com/e/rf-digital-twins-solving-system-integrations-biggest-risk/ Audio file: https://mcdn.podbean.com/mf/web/2panp5qdj577r2cg/Fish_Fry_May_8_2026a9hne.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/amelia-s-weekly-fish-fry-166630/episodes/the-future-of-rf-digital-twins-and-the-elimination-of-system-integration-risks Duration seconds: 1265 ## Resource In this week's podcast, we're diving deep into the world of RF system design! My guest is Giorgia Zucchelli from MathWorks. Giorgia and I explore what an RF digital twin is, how it revolutionizes the design and validation workflow, and how AI is playing a critical role in its development. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/amelia-s-weekly-fish-fry-166630/episodes/the-future-of-rf-digital-twins-and-the-elimination-of-system-integration-risks/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/amelia-s-weekly-fish-fry-166630/the-future-of-rf-digital-twins-and-the-elimination-of-system-integration-risks.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.