The idea is that AI researchers’ expert understanding of search also applies to how the AI community as a whole searches for new algorithms. In other words, how search is programmed in the best algorithms in AI should relate somehow to how researchers search for new algorithms. Because whether you’re searching for algorithms or for parameters, you’re still searching. But it turns out that this meta-level of AI research is rarely discussed. That is, not many people talk about the connection between the AI community’s search and the insights gained from searching algorithms. While many papers in
  
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