- All programming languages are basically the same.
- Once you pick up one language well you can pick up any other language quickly and easily.
- Languages are just tools, there's some overarching brain-magic that actually makes the software.
This is proved simply: Spend one week (or really any amount of time greater than a couple days) trying to learn the fundamentals of HaskellHaskell, PrologProlog, or AgdaAgda. You will soon after start hearing the old Sesame StreetSesame Street song play in your head "One of these things is not like the others...".
Furthermore, I would say the majority of cases where people claim they have or can learn such complex things as programming languages so quickly as a week, they are suffering from a bit of Dunning Kruger Effect, wikipediaWikipedia (emphasis mine):
I would refer people to this more experienced perview on the concept of learning to program by Peter Norvig: Learn to program in ten yearsLearn to program in ten years.
Surely, there is a set of overarching principles that will make all languages easy to learn!
Perhaps, but I would argue this set of principles is so large, that there will almost always be languages outside of your 1one-week reach. As you add new concepts to the list you're familiar and comfortable with, this list of languages outside your immediate reach may shrink, but I have a hard time believing it will ever go away. The list of conceptual computing approaches to things is so broad it's baffling, from concatenative languagesconcatenative languages to vector based languagesvector based languages to languages specializing in AIAI or meta-programming metaprogramming (or languages which exist entirely to support regexpsregular expressions).
After ten years you will be able to generally program, this. This means you can write somewhat decent code in some language or style of languages. So after 10 years you are ready to start tackling these countless broad cross-cutting concepts for the rest of your life, and short of being DijkstraEdsger W. Dijkstra, KnuthDonald Knuth or CarmackJohn D. Carmack, you're not going to get to all of them.