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It's important to distinguish between scientific and engineering problems in drug discovery. For instance, retrosynthesis is an engineering problem, target validation is scientific. The former is a matter of data and algorithms, the latter is mired in ignorance of basic biology.
our fields greatest sins are when we force the later to look like the former and spend a decade larping progress
