"AI is going to be a highly-competitive" - In what way?
It is not a railroad and the railroads did not explode in a bubble (OK a few early engines did explode but that is engineering). I think LLM driven investments in massive DCs is ill advised.
Your view is ahistorical.
Yes they did, at least twice in the 19th century. It was the largest financial crisis before 1929