# How helpful can AI really be for genealogy? Page: https://stenobird.com/podcast/family-tree-talk-7127097/how-helpful-can-ai-really-be-for-genealogy Text version: https://stenobird.com/podcast/family-tree-talk-7127097/how-helpful-can-ai-really-be-for-genealogy.md Podcast: [Family Tree Talk](https://stenobird.com/podcast/family-tree-talk-7127097) Published: 2025-12-22T06:00:00+00:00 Episode link: https://rss.com/podcasts/familytreetalk/2386197 Audio file: https://content.rss.com/episodes/304776/2386197/familytreetalk/2025_12_12_16_41_36_f9493529-d21f-4295-b7a3-32636aa0984e.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/family-tree-talk-7127097/episodes/how-helpful-can-ai-really-be-for-genealogy Duration seconds: 2793 ## Resource Podcast cohosts Nathan Ward and Helen Tovey are joined this week by a very special guest - genealogy AI guru Carole McCulloch. They ask her the how, what, why of using AI to help us with our family histories. Tune in to find out - is AI for you? And how can it really help you accomplish more in your genealogical research? ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/family-tree-talk-7127097/episodes/how-helpful-can-ai-really-be-for-genealogy/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/family-tree-talk-7127097/how-helpful-can-ai-really-be-for-genealogy.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.