AI infrastructure is being restructured to support the token explosion. Industry experts at the 2026 Open Computing Conference highlighted that AI coding now accounts for 70-90% of total model token consumption, and multi-agent systems are driving token usage even higher—Anthropic's agent architecture reportedly uses 15 times more tokens than standard chat. New approaches like multi-model fusion are being deployed to improve token quality, while CPU-GPU collaboration is becoming essential as agents require both for task execution and reasoning.
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