# The Math behind the Gerrymandering Wars

Page: https://stenobird.com/podcast/velshi-1378664/the-math-behind-the-gerrymandering-wars
Text version: https://stenobird.com/podcast/velshi-1378664/the-math-behind-the-gerrymandering-wars.md
Podcast: [Velshi](https://stenobird.com/podcast/velshi-1378664)
Published: 2026-05-16T17:51:18+00:00
Episode link: https://www.ms.now/
Audio file: https://dts.podtrac.com/redirect.mp3/pdst.fm/e/injector.simplecastaudio.com/2c545d53-d6c7-4479-a247-98c012189ac8/episodes/15dae0b7-854a-4244-ae53-10fb12f8fc4a/audio/128/default.mp3?aid=rss_feed&awCollectionId=2c545d53-d6c7-4479-a247-98c012189ac8&awEpisodeId=15dae0b7-854a-4244-ae53-10fb12f8fc4a&feed=K3WvYqzR
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/velshi-1378664/episodes/the-math-behind-the-gerrymandering-wars
Duration seconds: 2472

## Resource

MS NOW Director of Elections & Analytics Kabir Khanna; Democratic Pollster and Political Strategist Celinda Lake; President & Founder of Eurasia Group Ian Bremmer; Contributing Writer at The New York Times Magazine Linda Kinstler; Co-Founder of DCReport.org David Cay Johnston

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/velshi-1378664/episodes/the-math-behind-the-gerrymandering-wars/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/velshi-1378664/the-math-behind-the-gerrymandering-wars.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.