Patel: Strict token budgeting is a 'loser mentality' that stalls productivity
Dylan Patel · SemiAnalysis, Altimeter, Nebius, Glean.. 12 Hot Takes From Biggest Names in AI · Sourcery with Molly O'Shea · Jul 19, 2026 · at 22:19
Dylan Patel, chief analyst at SemiAnalysis, argues in favor of maximizing enterprise token consumption rather than capping it, speaking with Molly O'Shea at RAISE.
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“I love token maxing. I think anyone who doesn't token max is going to get left behind. I think all this token budgeting stuff is, is loser mentality. If you're token budgeting hardcore, then your people are not going to learn the new workflows and then they're going to get, you know, they're not going to reshape your company and make it more efficient and drive a lot more work with fewer people.”
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