A lot of useful studies take weeks, months, or years to do the first time, and require a staff, a grant, etc. at least in medicine, physics, chemistry...

You'd be surprised how rarely (overall) reproduction / verification is attempted. Sadly, a lot of research is taken at face value. That's done quite often with AI/tech stuff these days, and even more so for scientific research. It's a hard problem.