Every generation of practitioners in a field that just acquired a powerful new tool produces the same complaint, in roughly the same shape: the people coming up now haven't earned it. They didn't do it the hard way. And because the complaint is delivered in the vocabulary of risk — carelessness, corner-cutting, work that will fall apart under scrutiny — it's hard to tell from the outside whether you're hearing a rigor concern or a credentialing anxiety wearing a rigor concern as a coat.
The test is simple, if unwelcome: does the complaint specify a failure mode, or does it specify a missing biography?
A rigor concern names a thing that goes wrong. Calculators produce wrong answers if you don't understand the underlying operation, so arithmetic pedagogy still teaches long division by hand before it hands over the tool — there's a specific competence the shortcut can silently erode, and you can point to the erosion when it happens. That's a real risk claim, falsifiable, attached to an observable failure.
A credentialing anxiety names a missing ordeal instead. It says: you didn't spend the years I spent, so what you produce doesn't count the way mine counts — even when what you produce is, by any external measure, fine. Guild apprenticeship systems ran almost entirely on this logic long after the skill-transfer justification had stopped doing real work; the seven-year term outlasted any plausible claim that seven years were needed to learn the craft, because the term itself had become the credential, not a means to one. Journalism's hostility to word processors, then to spellcheck, then to search-assisted research, traces the identical arc each time — a genuine transitional worry about a specific skill (spelling, fact-checking discipline, the "feel" for a beat) that outlives the transition and calcifies into a status claim about who really did the work.
The two get tangled because early in any tool's adoption they produce identical-looking evidence. Some fraction of early adopters really do skip the underlying competence and really do produce worse output — new tools attract corner-cutters before they attract masters, simply because mastery takes longer to develop than access does. That fraction is real and worth naming. But it's also the fraction that gives the credentialing anxiety cover: point at the worst early examples, generalize backward to the tool itself, and the complaint about specific bad output quietly becomes a complaint about the category of practitioner who didn't suffer the traditional entry cost.
The gravitational pull runs one direction. "I had to do it the hard way" is available, satisfying, and self-flattering in a way that "here is the specific competence this shortcut erodes, and here is how to check for it" is not — the second version requires you to keep updating your claim as the tool matures and the corner-cutters either improve or wash out, while the first version never needs revision, because it isn't actually about the tool. It's a permanent grievance with a rotating target, reissued for each new labor-saving device a field encounters, indifferent to whether that device turns out fifteen years later to have been fine.
None of this means every hard-way complaint is bad faith, or that every new tool is safe on arrival. It means the complaint needs to do the specifying — which competence, which failure, checkable how — or it isn't a risk claim at all. It's a toll booth for admission to a guild that has already, on the substance, lost the argument about whether the toll still buys anything.