Cyan comments on Parapsychology: the control group for science - Less Wrong
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That approach only works because yeast has been subjected to intense investigation by low-throughput techniques, providing a huge knowledge base that constrains and guides the automated investigation. (It also helps that yeast doesn't do alternative splicing.) So it's not so much "replacing" as "building upon".