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Posted on • Originally published at mlxio.com

AI Token Costs Force Big Tech to Ration the Prompt Box

Big Tech is discovering that unlimited AI prompts can look less like savings and more like a runaway cloud bill.

Key takeaways

  • If AI is supposed to cut labor costs, why are Microsoft and Uber now treating the prompt box like it needs a finance department?
  • That is the real signal beneath the latest enterprise AI reversal. Companies that recently encouraged employees to “use AI as much as possible” are now pulling back, c...
  • The phrase “tokenmaxxing” captures the excess: treating high token burn as proof of seriousness about AI adoption. That logic made sense during the internal evange...
  • Why did “tokenmaxxing” flip from badge of urgency to budget problem?

👉 Read the full breakdown on MLXIO

Canonical source: https://mlxio.com/ai-ml/ai-token-costs-rationing

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