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Measuring The Speed of AI Through Benchmarks

The Brave Technologist

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Importance of Benchmarks in AI Safety and Development

The chapter explores the significance of setting benchmarks in AI to ensure safety and prevent harm, drawing parallels with crash safety ratings for cars. It discusses the ease and challenges of submitting benchmarks in the open source AI field, emphasizing the role of reproducibility and readily usable datasets. The conversation touches on the importance of creating benchmarks for different platforms like desktops and smartphones while hinting at a potential shift towards on-device AI computation.

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