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Article note: Software is not the only form of tool-building, but I'm in absolute agreement with the idea broadened-out to "Scientists' incentive structure should be adjusted to reward them for spending more time building tools and less time fluffing results"
For the sake of research, their careers, and their mental health, scientists should spend more time developing software.
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49. Giving up on assembly language was the apple in our Garden of Eden: Languages whose use squanders machine cycles are sinful. The LISP machine now permits LISP programmers to abandon bra and fig-leaf.