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Practical challenges in using AI for ML algorithm optimization

Here is one very concrete example of how AI was massively failing to create a better ML algorithm for me. I was using a benchmarking script that would cycle over several repeats for better reliability, and then using the median value to establish the speedup time. So the AI

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