Agentic AI is fundamentally transforming the computing landscape by shifting from cloud-centric models to a distributed architecture that spans smartphones, PCs, automotive systems, and robotics. This transition relies on high-speed connectivity and power-efficient hardware capable of processing context-aware data locally. As agents evolve to perform autonomous, multi-step tasks, token demand is projected to surge 40-fold by 2030, establishing tokens as the new currency of AI. 6G wireless technology will further accelerate this shift by integrating sensing and distributed computing directly into the network infrastructure. By leveraging a unified compute continuum—from sub-milliwatt wearables to high-performance data centers—this evolution creates a significant industry-wide upgrade cycle, positioning specialized hardware as the essential foundation for the next generation of intelligent, proactive agentic systems.
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