🤖 Big Tech Starts Tightening AI Spending as Token Costs Spiral Higher Amazon, Microsoft, and Uber are reportedly moving to tighten internal AI spending after realizing that token-based AI usage costs — especially from AI agent workflows — have been rising far faster than expected and are becoming increasingly difficult to control.

⚠️ Companies are now facing a new operational challenge: AI infrastructure costs no longer scale linearly, particularly when autonomous AI agents continuously generate:
• API calls
• reasoning steps
• tool usage
• and long-chain inference tasks
🏦 Coinbase also revealed that it managed to cut nearly 50% of its AI-related costs while overall token consumption continued rising sharply.
📉 According to Coinbase, the savings came from:
• infrastructure optimization
• better model routing
• caching systems
• and separating actual compute costs from raw token usage growth.
🧠 The trend highlights a growing reality across the AI industry:while AI adoption is accelerating rapidly, profitability and infrastructure efficiency are becoming just as important as model capability.
🌍 Investors are increasingly watching whether the current AI boom can remain economically sustainable as enterprise-scale token consumption explodes.
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