Here's some key statistics:
* US lower 48 states: 40 people per square km (km2)
* California: 92 people/km2
* DC-Boston (this is hand-wavey a bit): 200+ people/km2
* France: 270 people/km2
* Japan: 330 people/km2
* China: 130 people/km2
* Eastern China: 250++ people/km2
Most of the Chinese high speed rail is in the Eastern part of the country where roughly 400M people live. That's more people than the entire US in a space about double the size of California. Likewise Japan's high-speed rail links Osaka and Tokyo which are among the most densely populated areas in the world. A high speed rail trip between SF and LA could be free and you still couldn't have a remotely full train leave every 10 minutes like you do in Japan.
The Amtrak lines that make the most sense are the shorter length ones that connect cities. The video sort of mentions this and that is in line with the Brookings Institution[1] findings. There's no coincidence that most of these lines operate in some of the most densely populated areas in the US[2] (So. California, Northeast). The goal of transit isn't strictly to turn a profit and highways don't turn a profit either. It has other goals like replacing car trips and alleviating congestion but all of these require people to actually ride. To get riders, trains need to operate where people are.
Long story short, there are some areas where high speed rail makes sense in the US but the US simply doesn't need as much high speed rail as China does.
[1] https://www.brookings.edu/wp-content/uploads/2016/06/passeng...
[2] https://en.wikipedia.org/wiki/List_of_states_and_territories...