pnrjulius comments on Protein Reinforcement and DNA Consequentialism - Less Wrong
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The mechanism seems straightforward: evolution by mutation and natural selection. If a species is in a stable (enough) environment, and the learning process is costly in energy, time, or both (and there will necessarily be some cost), then those who don't have to learn as much will be selected for.
There's an evolutionary principle that corresponds to exactly this---learned behaviors that evolve to become innate---but I can't remember the name of it and it's very hard to google for things you can't remember the name of.
the Baldwin effect