# Laura Ullrich On Labor Market Imbalance and AI's Impact Page: https://stenobird.com/podcast/know-more-risk-better-280484/laura-ullrich-on-labor-market-imbalance-and-ai-s-impact Text version: https://stenobird.com/podcast/know-more-risk-better-280484/laura-ullrich-on-labor-market-imbalance-and-ai-s-impact.md Podcast: [Know More. Risk Better.](https://stenobird.com/podcast/know-more-risk-better-280484) Published: 2026-03-12T14:21:29+00:00 Episode link: https://creditsights.podbean.com/e/laura-ullrich-on-labor-market-imbalance-and-ais-impact/ Audio file: https://mcdn.podbean.com/mf/web/m4qhndkbg9f65nab/riverside_s3e11_-_labor_market_ai_mar_10_2026_001_know_more_risk_betaazti.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/know-more-risk-better-280484/episodes/laura-ullrich-on-labor-market-imbalance-and-ai-s-impact Duration seconds: 2571 ## Resource In this episode of the Know More. Risk Better. podcast, the discussion explores how the U.S. labor market is evolving amid slowing job growth, persistent low‑hire, low‑fire dynamics, and rising uncertainty tied to AI, geopolitics, and policy. Zachary Griffiths and Laura Ullrich break down recent nonfarm payrolls data, sector imbalances driven by healthcare, and growing challenges for job seekers despite low unemployment. The conversation also examines how AI is reshaping hiring patterns, especially in tech, the risk of a timing mismatch between AI investment and labor demand, and insights from job posting data on entry‑level roles. Gain timely, data‑driven perspectives to help investors better assess labor market signals shaping credit and macro risk. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/know-more-risk-better-280484/episodes/laura-ullrich-on-labor-market-imbalance-and-ai-s-impact/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/know-more-risk-better-280484/laura-ullrich-on-labor-market-imbalance-and-ai-s-impact.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.