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Companies, Economy, Technology

Companies Rein In AI Use as Token Costs Surge!

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Companies are starting to curb employee use of AI tools after unexpected jumps in spending.
The pressure is tied to “tokenmaxxing” — heavy use of AI tokens across workplace tools.
Amazon, Meta, Microsoft, Salesforce and DoorDash are among the companies moving to limit or rethink usage.

The latest

Companies are facing a new kind of AI sticker shock.

Tools that were sold as productivity boosters are now creating real budget pressure, as employees use more AI tokens than many firms expected.

Details

• Axios reported that one company spent about $500,000 in a single month after failing to set limits on employee Claude licenses.

• Uber COO Andrew Macdonald said the link between higher token spending and better results “is not there.”

• Amazon shut down an internal leaderboard that had encouraged employees to use more tokens.

• Meta, Microsoft, Salesforce and DoorDash have taken similar steps to control AI-related costs.

• One CEO told CNBC that AI has not become cheaper as expected, saying some tools now “cost the same as people.”

What to watch

Companies are likely to push employees toward cheaper AI models for routine tasks, while reserving premium models for work that clearly justifies the cost.

Source: Morning Brew

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