O'Laughlin: Reviewing AI agents requires past hands-on manual domain experience
Doug O'Laughlin · Claude Code for Finance + The Global Memory Shortage: Doug O'Laughlin, SemiAnalysis · Feb 24, 2026 · at 56:10
Doug O'Laughlin (SemiAnalysis) discusses the risks of junior knowledge workers relying solely on AI agents like Claude Code without building foundational domain expertise.
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“If you didn't pay any like human cognition to get there, I don't think you're going to be a great reviewer. One of the reasons why, you know, what makes that, that human feet, that loop well is because once upon a time you did that and you could make the three like, yeah, yeah, idiot. You're not thinking about this problem in this way. You're missing this Like, you know, whatever, you're not considering this 90%, you know, like the 10% tail, something like that.”
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