# Small Firms, Workers, and AI featuring LinkedIn Chief Economist Karin Kimbrough Page: https://stenobird.com/podcast/betting-on-america-winning-the-global-tech-race-7207592/small-firms-workers-and-ai-featuring-linkedin-chief-economist-karin-kimbrough Text version: https://stenobird.com/podcast/betting-on-america-winning-the-global-tech-race-7207592/small-firms-workers-and-ai-featuring-linkedin-chief-economist-karin-kimbrough.md Podcast: [Betting on America: Winning the Global Tech Race](https://stenobird.com/podcast/betting-on-america-winning-the-global-tech-race-7207592) Published: 2025-11-10T15:11:00+00:00 Episode link: https://www.csis.org/podcasts/betting-america Audio file: https://cohst.app/pdcst/9F1G8X/traffic.megaphone.fm/CSIS5372296308.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/betting-on-america-winning-the-global-tech-race-7207592/episodes/small-firms-workers-and-ai-featuring-linkedin-chief-economist-karin-kimbrough Duration seconds: 2128 ## Resource With over 1 billion subscribers across more than 200 countries, LinkedIn provides a unique, real-time perspective on jobs, skills, and AI adoption. Navin Girishankar and Karin Kimbrough explore how the AI revolution is impacting small businesses and the global market for talent. Karin shares insights from LinkedIn’s research on how AI is impacting companies and workers. She also discusses how private-sector data can complement federal economic statistics to provide a rich picture of the global talent market and the future of work. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/betting-on-america-winning-the-global-tech-race-7207592/episodes/small-firms-workers-and-ai-featuring-linkedin-chief-economist-karin-kimbrough/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/betting-on-america-winning-the-global-tech-race-7207592/small-firms-workers-and-ai-featuring-linkedin-chief-economist-karin-kimbrough.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.