Articulating the ineffable. Programming language theory 
cognitive psychology. PhD @Stanford
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Great scientists seem to get this. Herb Simon wrote about this in 1974: "In psychophysics... what is published is not the one-bit message that there is a relation... but the actual form of the function and the numerical values of its parameters."
He also pointed out George Miller's influential "7 ± 2" paper cited 13 papers using parameter-estimation, and 2 papers using hypothesis-testing. It's not just about reproducibility -- history suggests that building actual models produces more *useful* results.
