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Applied AI·August 5, 2026·1 min read

'Tokenmaxxing is not what we are optimizing for': Microsoft tells engineer to calm down on AI usage

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An internal “stop tokenmaxxing” message is a concrete sign that even hyperscalers are feeling the cost and latency of unconstrained AI usage. Take the hint: add token budgets, caching, and usage reviews into your own governance now, before your finance team does it for you.