# The Shadow Workforce Powering AI | Advocate Milagros Miceli (Ep. 26) Page: https://stenobird.com/podcast/life-with-machines-7014298/the-shadow-workforce-powering-ai-advocate-milagros-miceli-ep-26 Text version: https://stenobird.com/podcast/life-with-machines-7014298/the-shadow-workforce-powering-ai-advocate-milagros-miceli-ep-26.md Podcast: [Life with Machines](https://stenobird.com/podcast/life-with-machines-7014298) Published: 2025-06-24T10:00:00+00:00 Episode link: https://lifewithmachines.media/ Audio file: https://pscrb.fm/rss/p/traffic.megaphone.fm/FTTLI9075788221.mp3?updated=1750736713 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/life-with-machines-7014298/episodes/the-shadow-workforce-powering-ai-advocate-milagros-miceli-ep-26 Duration seconds: 5004 ## Resource AI may look like magic, but behind the scenes, it’s propped up by a vast human labor force. In this season finale of Life With Machines, Baratunde sits down with sociologist and computer scientist Milagros Miceli—aka Mila—who’s spent years documenting the hidden workforce behind AI systems. From Kenya to Bulgaria to Venezulea, millions of people are generating, labeling, and cleaning the data that keeps our so-called “autonomous” systems running. Some are even pretending to be the AI you think you’re talking to. In one of AI’s crueler twists, tech platforms are quietly paying refugees, gig workers, even journalists to train the very models threatening their livelihoods. And this labor force isn’t shrinking—it’s growing exponentially. Together, Mila and Baratunde unpack the scale of this invisible labor, its deeply human costs, and the possibilities for something better. ------------ THANKS TO OUR BRAND PARTNER The series is powered by Lenovo CONNECT WITH US Watch this episode on Youtube! Get our newsletter for deeper insights, chances to influence the show, and more experiments and calls to action! ------------ Follow us! Instagram TikTok Threads LinkedIn Work with Life With Machines: partnerships@voicingchange.media Send Questions, Comments, or Ideas: contact@lifewithmachines.media Write to Blair: blair@lifewithmachines.media ------------ Created and Executive Produced by: Elizabeth Stewart and Baratunde Thurston Executive Producer and Showrunner: Alie Kilts Senior Producer and Writer: Alex Stone Associate Producer: Layne Deyling Cherland Video Editor: Erik Shute Videographer and Audio Engineer: Erik Shute Theme Music: Andy Clausen Special Envoy to the Machines: Peter Loforte Life with Machines is a Multiverses Media production Sponsored by Lenovo #ArtificialIntellige… ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/life-with-machines-7014298/episodes/the-shadow-workforce-powering-ai-advocate-milagros-miceli-ep-26/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/life-with-machines-7014298/the-shadow-workforce-powering-ai-advocate-milagros-miceli-ep-26.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.