# Using AI to Improve Transparency w/Charles Blain

Page: https://stenobird.com/podcast/texas-talks-6918807/using-ai-to-improve-transparency-w-charles-blain
Text version: https://stenobird.com/podcast/texas-talks-6918807/using-ai-to-improve-transparency-w-charles-blain.md
Podcast: [Texas Talks](https://stenobird.com/podcast/texas-talks-6918807)
Published: 2026-03-19T12:00:00+00:00
Episode link: https://texas-talks.simplecast.com/episodes/using-ai-to-improve-transparency-w-charles-blain-No7nQ_yd
Audio file: https://cdn.simplecast.com/media/audio/transcoded/5cf6cd8d-3386-4fa4-96e0-0387bffc2fd9/bab5ea45-1742-47f8-bd04-ac2e52dc42ad/episodes/audio/group/c703a9f3-44fe-4d51-acc8-c33e3d9bad89/group-item/e13a7911-b487-4892-a2d5-caa1c9e4a727/128_default_tc.mp3?aid=rss_feed&feed=4IGKW_N8
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/texas-talks-6918807/episodes/using-ai-to-improve-transparency-w-charles-blain
Duration seconds: 2580

## Resource

No public summary is available yet.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/texas-talks-6918807/episodes/using-ai-to-improve-transparency-w-charles-blain/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/texas-talks-6918807/using-ai-to-improve-transparency-w-charles-blain.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.