GoodVision AI Claims New Solution for AI “Token Shortage” [TheStreet.com]
International Business Machines Corporation (IBM)
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Source: TheStreet.com
company led by former AWS and IBM executives, has introduced an intelligent compute scheduling solution combined with distributed edge inference infrastructure, aimed at addressing rising token consumption, latency, and cost challenges driven by the rapid adoption of AI agents. At GTC 2026, NVIDIA CEO Jensen Huang noted that AI infrastructure is evolving from traditional “data centers” into “token factories,” where inference throughput becomes a key metric. He indicated that inference demand could increase by multiple orders of magnitude, potentially reaching a million-fold growth within the next two years. At the same time, systems such as OpenClaw represent a new class of AI agents capable of understanding user intent, maintaining long-term memory, invoking external tools, and autonomously executing multi-step tasks across workflows. As these systems begin to be deployed in production environments, a new constraint is emerging around token consumption. A single complex task ex
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