Jul 15, 2026
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7 min read
The "Tokenmaxxing" Crisis: How Enterprises Are Burning AI Budgets — and How Anthropic Is Trying to Stop It
A new enterprise AI problem called "tokenmaxxing" — where employees or automated pipelines consume vastly more tokens than intended, blowing through budgets — has become serious enough that Anthropic has launched a new suite of admin controls. Uber's experience is the cautionary tale driving the entire industry to act.
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Abhinav Ramaswamy