The Origins of SageMath; I am leaving academia to build a company [pdf]
I'm glad William included slide 10 calling attention to the hostile and insulting attitude Wolfram Research has toward mathematicians and reproducible science in general.  (I think some of Sage Math Inc's other closed-course competitors likely have similar attitudes, but Wolfram Research seems to be the worst.)"You should realize at the outset that while knowing about the internals of
Mathematica may be of intellectual interest, it is usually much less
important in practice than you might at first suppose. Indeed, in almost all
practical uses of Mathematica, issues about how Mathematica works inside
turn out to be largely irrelevant. Particularly in more advanced
applications of Mathematica, it may sometimes seem worthwhile to try to
analyze internal algorithms in order to predict which way of doing a given
computation will be the most efficient. But most often the analyses will
not be worthwhile. For the internals of Mathematica are quite
complicated."Reference: http://reference.wolfram.com/language/tutorial/WhyYouDoNotUs...For comparison, if you want to audit the Sage Math algorithms that your research depends upon, all you need to do is fire up a text editor (or browse their github).  And you won't find any statement in the Sage Math docs telling you not to bother because you're too dumb to understand what you're reading anyway.