# AI in Safety-Critical Embedded Development: TASKING's New Approach to Verification and Validation

Page: https://stenobird.com/podcast/amelia-s-weekly-fish-fry-166630/ai-in-safety-critical-embedded-development-tasking-s-new-approach-to-verification-and-validation
Text version: https://stenobird.com/podcast/amelia-s-weekly-fish-fry-166630/ai-in-safety-critical-embedded-development-tasking-s-new-approach-to-verification-and-validation.md
Podcast: [Amelia's Weekly Fish Fry](https://stenobird.com/podcast/amelia-s-weekly-fish-fry-166630)
Published: 2026-05-15T07:00:00+00:00
Episode link: https://techfocus.podbean.com/e/ai-in-safety-critical-embedded-development-tasking-s-new-approach/
Audio file: https://mcdn.podbean.com/mf/web/ut7asdj4c33bfzwt/Fish_Fry_May_15_2026_take_27uxb0.mp3
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/amelia-s-weekly-fish-fry-166630/episodes/ai-in-safety-critical-embedded-development-tasking-s-new-approach-to-verification-and-validation
Duration seconds: 833

## Resource

This week we're talking all about the future of embedded software development with TASKING Co-CEO Christoph Herzog. Christoph and I explore how Large Language Models and agentic AI are moving from novelty to necessity, directing external agents within the TASKING toolchain to automate critical verification and validation tasks. We also discuss the Model Context Protocol (MCP) and how it helps maintain adherence to strict industry standards.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/amelia-s-weekly-fish-fry-166630/episodes/ai-in-safety-critical-embedded-development-tasking-s-new-approach-to-verification-and-validation/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/amelia-s-weekly-fish-fry-166630/ai-in-safety-critical-embedded-development-tasking-s-new-approach-to-verification-and-validation.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.