Scott Galloway argues AI lets firms replace multiple analysts with one AI-fluent worker, citing cutting legal fees by a third and reducing analyst hires from five to one.
The job title survives longer than almost anyone attached to it. That's the part nobody puts in the internal memo when they call a role "AI-assisted." Scott Galloway put a real number on it, talking to Steven Bartlett on The Diary Of A CEO. He says he'll cut legal fees by a third this year — not because the law changed, but because a prompt now does the $400–$2,000 contract review a name-brand firm used to bill him for, at a fraction of the junior associate markup. Bartlett went further with his own fund. They planned to hire five analysts. They hired one — Molly. Two agents, two Mac Minis, and she screens inbound deals, scores them against a framework, and preps them for the investment committee herself. Five jobs, one person, same org chart line. Same ratio on executive assistants: ten planned, three hired. One runs travel, one runs scheduling, one meets people at the door. I've watched this exact pattern before, minus the AI. I was a Technical Manager for a China Construction company here in Malaysia. I contributed a lot into their technical and tendering work — helped build up a real chunk of their documentation and tendering process. But about six months in, I'd exhausted all my know-how for them, I guess. Then the announcement came at the end of my year there. My contract wasn't renewed. I was just let go, just like that. I remember what Deng Xiaoping said: "无论白猫，或者黑猫，会抓老鼠的就是好猫" — black cat, white cat, doesn't matter, so long as it catches mice. I guess they think I'd outlived my usefulness. Can't catch mice anymore. That's the mechanism underneath "AI-assisted" that nobody names out loud. It's not that the work got automated. It's that the one person left is now doing what used to justify five headcounts, and the fifth person's job title is the only part of the org that didn't change. Actually, this reminded me of something — a former SpaceX CIO cut a 175-person engineering team down to 6 using the same compression math, and the ratio held there too. Drop your take — did you know your own job has a ratio like this attached to it? Clip credit: Global Talks — full video on their channel. DM for credit or removal requests.
Scott Galloway argues against using AI to flatten corporate hierarchies, asserting that middle management plays a crucial role in filtering leadership errors and translating strategy.
Benedict Evans discusses how AI may automate routine work for junior lawyers, consultants, bankers, and advertisers, potentially upending the traditional career pyramid at firms like Bain, BCG, and McKinsey.
The article critiques companies using AI to replace employees purely as a cost-cutting measure, arguing that AI should instead be used to empower and augment human workers.
An opinion piece arguing that CEOs who lay off staff to replace them with AI often rehire later because AI lacks the institutional knowledge of employees. The real winning strategy is to augment skilled employees with AI tools, not replace them.