AI Model Growth Outpaces Hardware Improvements

IEEE Spectrum — AIThursday, October 30, 2025 at 1:00:00 PM
AI Model Growth Outpaces Hardware Improvements
The growth of AI models is significantly outpacing improvements in hardware, as highlighted by the ongoing MLPerf competition organized by MLCommons. This trend raises concerns about the sustainability of AI advancements, as the increasing complexity of models demands more powerful hardware that isn't keeping up. Understanding this gap is crucial for stakeholders in the tech industry, as it could impact future developments and investments in AI technology.
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