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Microsoft Reports AI Adoption Costs Exceeding Employee Salaries

·2026.05.23 12:44

Key point

Massive token consumption and computing costs from AI coding tools are threatening the economics of enterprise AI adoption.

Details

Microsoft is canceling most of the Claude Code licenses it had provided to engineers and switching to GitHub Copilot CLI. This is because usage of AI tools has grown faster than expected, increasing the cost burden.

Uber's CTO revealed that the company exhausted its entire AI coding tool budget in just 4 months, and Nvidia's Vice President Bryan Catanzaro noted that within his team, computing costs far exceed employee salaries.

This phenomenon is explained by the 'AI Paradox'. While individual token prices are falling, overall token consumption is growing exponentially due to factors like AI agent adoption. Goldman Sachs forecasts that token consumption will increase 24-fold by 2030 due to agentic AI.

As a result, companies are pursuing productivity gains through AI, but massive infrastructure and computing costs are emerging as a new economic bottleneck.

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