# The K-Shaped Economy

Page: https://stenobird.com/podcast/ones-and-tooze-4236666/the-k-shaped-economy
Text version: https://stenobird.com/podcast/ones-and-tooze-4236666/the-k-shaped-economy.md
Podcast: [Ones and Tooze](https://stenobird.com/podcast/ones-and-tooze-4236666)
Published: 2026-05-08T12:05:00+00:00
Episode link: https://mgln.ai/e/211/traffic.megaphone.fm/FGP6232372302.mp3?updated=1778242931
Audio file: https://mgln.ai/e/211/traffic.megaphone.fm/FGP6232372302.mp3?updated=1778242931
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/ones-and-tooze-4236666/episodes/the-k-shaped-economy
Duration seconds: 3418

## Resource

Nearly half of all U.S. consumer spending comes from the top 10 percent of households. Adam and Cameron explain this diverging, “K-shaped” economy. Also on the show: The life and legacy of Margaret Thatcher. Learn more about your ad choices. Visit megaphone.fm/adchoices

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/ones-and-tooze-4236666/episodes/the-k-shaped-economy/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/ones-and-tooze-4236666/the-k-shaped-economy.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.