# Episode 228: Bias and Advocacy Page: https://stenobird.com/podcast/appraiser-talk-1560657/episode-228-bias-and-advocacy Text version: https://stenobird.com/podcast/appraiser-talk-1560657/episode-228-bias-and-advocacy.md Podcast: [Appraiser Talk](https://stenobird.com/podcast/appraiser-talk-1560657) Published: 2026-05-04T14:13:02+00:00 Episode link: https://podcast.show/ask_an_appraiser/episode/153858546/ Audio file: https://media.blubrry.com/ask_an_appraiser/content.blubrry.com/ask_an_appraiser/Episode_228.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/appraiser-talk-1560657/episodes/episode-228-bias-and-advocacy Duration seconds: 423 ## Resource Lisa and Amy talk about an appraiser's ethical obligations as it relates to both bias and advocacy. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/appraiser-talk-1560657/episodes/episode-228-bias-and-advocacy/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/appraiser-talk-1560657/episode-228-bias-and-advocacy.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.