Does it matter if you have 9 or 10 dollars, if all you want is to buy an ice cone for $3.50?
Does it matter if there are 9 or 10 parking lots if you know 5 of them are occupied, and you want to park your car?
Sometimes, 9 or 10 is a question of life and death. Are there 9 or 10 people in the burning building, and have we account for all of them rescued from the fire? Sometimes it is totally irrelevant.
Same with Dark Matter. If we want to account for effects on cosmic scales, it is really important. For gravitational effects in our Solar system, not so much.
A person knows what "hot" means, because it has touched a hot surface during its lifetime at least once and felt the pain. A person knows how a speed bump affects the car ride, and how lemon tastes. A person knows which shape fits into which hole, because as a child, it has played the game.
Persons learn all the time by formulating hypotheses about the world and then experience how it works out.
AI totally misses this feedback. Or as my father uses to say: AI talks about color like a blind person.
High speed rail is always grade separated. (How many non-grade separated roads you know which allow for a high speed above 80 mph anyway?)
Additionally, the nuclear energy content of U-235 has not to be put into the uranium. It sits there since the Uranium was created during that supernova, which created the space dust that formed our Solar system 4.6 billion years ago. For Antihydrogen, you have to actually provide any energy that is then confined in the antimatter. It is more or less an antimatter based battery which you have to charge first.
Just because something is impressive does not mean I want it around me. That we can build a nuclear fusion device is impressive. But I don't want a hydrogen bomb exploding in my backyard.
"Hello again, Peabody here..." -- Mister Peabody