1 — The Compression Effect AI, Work, and Professional Judgment · 3:59 Exploring how AI is rapidly driving down the cost and time required to produce professional work, this opening chapter introduces the "compression effect" and what it means for the future of skilled labor.
Layer 2 — Judgment Under Ambiguity AI, Work, and Professional Judgment · 4:44 Explores how professionals must make sound decisions in messy, real-world conditions where data is incomplete, stakeholders conflict, and perfect information never arrives—teaching listeners how to exercise judgment when AI demands clarity that simply doesn't exist.
Layer 1 — Risk Bearing AI, Work, and Professional Judgment · 3:57 Exploring who bears responsibility when AI-assisted decisions go wrong, this track examines why human accountability remains non-negotiable in professional contexts—even when the technology seems certain.
2 — Where Margins Survive AI, Work, and Professional Judgment · 4:19 Explores how professionals can identify and occupy the economic "safe zones" that AI cannot easily replicate, revealing where human judgment continues to command value in an increasingly automated marketplace.
1 — Gatekeeping Production AI, Work, and Professional Judgment · 4:14 A marketing veteran's instinct to hide AI tools from her employer raises a crucial question about workplace transparency and the risks of "gatekeeping" transformative technology from your own team.
3 — Complexity Theater AI, Work, and Professional Judgment · 4:33 A sharp look at how professionals sometimes manufacture complexity to justify their roles, revealing the subtle ways artificial busyness can masquerade as indispensable expertise in the age of AI.
4 — Volume Play AI, Work, and Professional Judgment · 3:42 Exploring the dangerous trap of equating productivity with progress, this chapter reveals how AI-powered output can spiral into meaningless volume—and why professional judgment means knowing when *not* to ship.
2 — Speed-Only Differentiation AI, Work, and Professional Judgment · 2:49 Speed-Only Differentiation explores why simply using AI to work faster isn't enough to stand out professionally, revealing how speed becomes a baseline expectation once everyone adopts the same tools.
1 — Why Incumbents Survive AI, Work, and Professional Judgment · 4:02 A deep dive into why experienced professionals remain indispensable even as AI tools proliferate, revealing how context, relationships, and institutional trust give incumbents a durable edge over technically skilled newcomers.
2 — Why Incumbents Lose AI, Work, and Professional Judgment · 3:22 A sharp exploration of why established professionals are vulnerable to disruption, revealing how complacency and reliance on past reputation can leave even seasoned leaders blindsided by rapidly evolving talent and technology.
3 — The Innovation Imperative AI, Work, and Professional Judgment · 2:53 A cautionary tale about a marketing veteran whose career stagnates as AI automates her core skills, this chapter delivers a sharp warning about the dangers of relying on routine tasks and the urgent need to evolve your professional value before technology outpaces you.