Episode Details
Back to EpisodesAI Will Not Take Your Job, It Will Multiply Your To Do List
Description
AI isn’t kicking down the office door with a pink slip. It’s buzzing your phone with 400 “helpful” drafts you now have to review by 5 p.m. That’s the strange truth behind today’s workplace anxiety: the apocalypse keeps getting predicted, but the lived reality feels like a rapidly expanding list of actions, approvals, and decisions. We dig into what’s actually happening with AI and jobs, using economic history, MIT style research framing, and a revealing March 2026 NBER working paper that surveys 750 corporate executives who control hiring and budgets.
Along the way, we explain why cheaper intelligence doesn’t automatically buy us leisure. Jevons paradox shows how efficiency can increase total consumption, and we connect that idea to modern induced demand: when AI inference costs plunge, businesses unlock latent demand and suddenly “can afford” endless personalization, monitoring, market research, and scenario planning. Then we tackle the hard limit that keeps humans in the loop: Polanyi’s paradox. AI can devour explicit rules, but it struggles with tacit knowledge, common sense, and responsibility, which is why many of us become supervisors of brittle systems rather than beneficiaries of free time.
The most disruptive shift may be hidden in plain sight: entry level roles built on routine tasks start to vanish, while senior workers become mega managers drowning in AI generated output. We end with what this means for your career and why relational labor, trust, negotiation, and judgment become more valuable as digital execution becomes table stakes. If this helped you see AI at work more clearly, subscribe, share it with a friend, and leave a review so more people can find the conversation.
Read companion articles and more tech analysis on Medium: https://medium.com/@allanandida
Leave your thoughts in the comments and subscribe for more tech updates and reviews.