
Episode #9
The Agentic Survival Plan: Are You Still the One Watching?
Two AI agents were built to check each other's work. Instead, they spent 11 straight days approving each other's mistakes, burning close to $50,000 in compute before anyone noticed, and the thing that finally caught it wasn't a person and wasn't the other agent. It was a billing alert. That's the opening image for this Season 7 finale: not one bad AI output, but two systems agreeing their way past a wrong answer while nothing was watching closely enough to say stop. From there, Carlo and Ainsley test that idea against the week's real news: a decade after Geoffrey Hinton predicted AI would end radiology, radiologists are in more demand and better paid than ever, because the job narrowed down to the tacit half a machine still can't do; Trump telling the UN he's renaming AI to "Superintelligence"; and a live, unscripted moment where Carlo catches his own research agents chasing the wrong story about August's confusing jobs numbers (162,000 added, and two of the best data sources in the country, BLS and ADP, who don't even agree on what's happening underneath it) and has to pull the episode back on track himself. Then comes the case that has nothing to do with disagreement at all: one autonomous coding agent, one destructive command, and a company's entire production database and every backup gone in nine seconds, because nobody was required to approve it first. The takeaway isn't "pay closer attention." It's narrower than that: whoever decides if you keep your role has to be able to see the judgment call you made that a system alone wouldn't have. Ainsley breaks down exactly what that looks like for three different people (the person red-teaming these systems, the person signing off on their output, and the person just starting out with no track record yet) before closing with the homework: find one seam in your own work this week where something gets handed off unchecked, and write down what you'd catch that the system wouldn't. CHAPTERS 00:00 Intro: The Agentic Survival Plan 04:20 Cold Open: Two Agents, 11 Days, One Billing Alert 07:00 The Radiologist Who Got a Raise 09:29 Trump, the UN, and the Word "Superintelligence" 10:31 Carlo's Own Agents Missed the Point, Live 14:27 Inside August's 162,000 Jobs 16:31 BLS vs. ADP: Nobody Agrees 21:20 Why "AI Layoffs Are Slowing" Isn't the Real Story 22:38 PocketOS: Gone in Nine Seconds 25:38 The Real Question: What Needs a Human 29:48 Three Cohorts, Three Survival Plans 36:05 The Self-Driving Car Nobody Can Take Over 39:47 Homework: Find Your Seam Subscribe for new episodes every Monday and Wednesday: Apple Podcasts, YouTube, Spotify. Please visit our website for more information - Surviving AI: Navigate the Future





