# 174. Barry Libert. Beyond the Hype: Spotting and Scaling What Actually Wins in AI.

Page: https://stenobird.com/podcast/the-future-of-the-future-6594306/174-barry-libert-beyond-the-hype-spotting-and-scaling-what-actually-wins-in-ai
Text version: https://stenobird.com/podcast/the-future-of-the-future-6594306/174-barry-libert-beyond-the-hype-spotting-and-scaling-what-actually-wins-in-ai.md
Podcast: [The Future Of The Future](https://stenobird.com/podcast/the-future-of-the-future-6594306)
Published: 2026-05-28T10:15:00+00:00
Episode link: https://the-future-of-the-future.simplecast.com/episodes/174-barry-libert-beyond-the-hype-spotting-and-scaling-what-actually-wins-in-ai-jy5kol2b
Audio file: https://cdn.simplecast.com/media/audio/transcoded/ce9bcd37-72f6-4d0d-a54a-4857fd767412/895adf41-6339-48db-9ef1-8f2267ba846b/episodes/audio/group/7ea313e7-a52d-4917-a2e4-5748044d146f/group-item/79ef2c71-b2c6-476d-8715-64b164cea1a7/128_default_tc.mp3?aid=rss_feed&feed=o9M7Onjq
Processing state: not_requested
JSON: https://stenobird.com/v1/public/podcasts/the-future-of-the-future-6594306/episodes/174-barry-libert-beyond-the-hype-spotting-and-scaling-what-actually-wins-in-ai
Duration seconds: 1251

## Resource

No public summary is available yet.

## Actions

- request_transcript: `POST https://stenobird.com/v1/public/podcasts/the-future-of-the-future-6594306/episodes/174-barry-libert-beyond-the-hype-spotting-and-scaling-what-actually-wins-in-ai/transcription-requests` — Idempotently request low-priority transcript generation for this episode.
- read_markdown: `GET https://stenobird.com/podcast/the-future-of-the-future-6594306/174-barry-libert-beyond-the-hype-spotting-and-scaling-what-actually-wins-in-ai.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.