Direct link to the pre-generalized: https://www.cs.utexas.edu/~moore/best-ideas/mjrty/index.html

Note that this algorithms fails silently if there is not majority element, which limits the scope of its utility.

I assume that the reason it took so long to discover is that no one needed the solution before. Are there applications that can benefit form this algorithm?