# Ep. 36 - Is White Collar Construction Work Safe from AI? Asking for a Friend with Aaron Toppston Page: https://stenobird.com/podcast/construction-conversations-6912327/ep-36-is-white-collar-construction-work-safe-from-ai-asking-for-a-friend-with-aaron-toppston Text version: https://stenobird.com/podcast/construction-conversations-6912327/ep-36-is-white-collar-construction-work-safe-from-ai-asking-for-a-friend-with-aaron-toppston.md Podcast: [Construction Conversations](https://stenobird.com/podcast/construction-conversations-6912327) Published: 2026-03-03T18:00:10+00:00 Episode link: https://constructionconversations.podbean.com/e/will-ai-replace-white%e2%80%91collar-work-construction-s-hidden-moats/ Audio file: https://mcdn.podbean.com/mf/web/vmsiyewpscuyes6v/Stephen_Month_3_Vid_1_Audiob4vpu-5sx2id-Optimized.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/construction-conversations-6912327/episodes/ep-36-is-white-collar-construction-work-safe-from-ai-asking-for-a-friend-with-aaron-toppston Duration seconds: 3591 ## Resource This episode explores the impact of AI on the economy, labor, and construction industry, featuring insights from industry experts. We discuss the potential for AI to replace human labor, the importance of human leadership, and strategies for adapting to rapid technological change.Our Website: https://constructionconversations.com/Today's Guest: Aaron Toppston, Managing Partner, GS Futures - Early Stage VentureCheck Him Out on Linkedin: https://www.linkedin.com/in/aaron-toppston-079a955/Episode Sponsors:Check Out Planera: https://www.planera.io/Check Out Trunk Tools: https://trunktools.com/ ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/construction-conversations-6912327/episodes/ep-36-is-white-collar-construction-work-safe-from-ai-asking-for-a-friend-with-aaron-toppston/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/construction-conversations-6912327/ep-36-is-white-collar-construction-work-safe-from-ai-asking-for-a-friend-with-aaron-toppston.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.