Carlo CocuzziAI Expert, Pod Cast Host, Real Estate Investor and Funding Specialist

DAVE'S $50,000 MISTAKE

27 Aug 2026 · 1 min

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0:39

When 5,000 identical AI agents work together, one bad idea spreads to all of them instantly. Dave explains how a single inefficient suggestion, like a broken Python loop, can cost $50,000 in wasted tokens before anyone catches it. He calls it a mind virus: identical DNA means identical mistakes, scaled.

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It's more efficient to launch the same model 5,000 times than to have 5,000 differentiated models. And so that's what creates the mind virus problem. A bad idea from one of the agents, like, you know, hey, here's a way to write this loop in Python. The other agents just pick it up because they're the same exact DNA. And so if it's convincing to one agent, it's convincing to all 5,000. And I get that all the time where a bad idea propagates across the whole swarm and then they waste 2 or 3 hours on some completely harebrained idea. And if I don't intercept it and rewind them, they'll actually go with it till I've burned like $50,000 of tokens. So yeah, it happens. Calling it a virus is pretty inflammatory, but it's like a propagating bad idea is all it is.