This is a valuable contribution, but some of the details make me raise my eyebrow, so forgive me if I'm going to put on my reviewer #2 hat.

- You did this with AI. I'm not going to dock points for this, it's $current_year and it's the normal thing to do, but it would be nice to explain your process a little bit? To put it bluntly, why does this improve upon typing "hey claude, read this paper and go nuts" into the proverbial text box?

- As others are pointing out, the 20,000x figure is quite something. For "normal sized" graphs we'd expect this algorithm to be actually slower, why aren't we seeing that? Could you explain how you tested your code?

- Why aren't you benchmarking against other established libraries? It seems like the Dijkstra implementation you claim to be improving upon is also your own.