SenseTime Large Device First Proposes TPW, Redefining the Benchmark for AI Infrastructure Efficiency

The SenseTime Large Device AI Computing Center proposes the new TPW metric, marking a new stage in AI infrastructure efficiency evaluation. This metric shifts the core focus from mere computing scale to the synergistic efficiency of computing power and electricity in the Token economy era.

Against the backdrop of exponential growth in Token consumption, the industry focus is shifting from "who owns more computing power" to "who can produce more high-quality Tokens at lower cost and higher efficiency". This reflects the AI industry's shift from pursuing scale expansion to pursuing refined operations and sustainable development.

As the proportion of AIDC electricity consumption in total social electricity use rapidly increases, energy cost has become a key factor constraining AI development. Redefining AIDC as a value platform connecting electricity and Tokens means that future commercial competitiveness will depend on the ability to optimize and integrate energy and computing resources.

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