> By taking advantage of the birthday paradox, and a collision search algorithm that let me search in n(log n) time instead of the naive n^2, I was able to compare the NeuralHashes of over 2 trillion image pairs in just a few hours.

I think you could just do "sort | uniq -c | sort -nr" on the neuralhash values to find the most frequently occurring ones pretty fast?