> It seems like this is just the “you need to study the problem and it’s dependencies for many years to understand the physics and mathematical details” problem. Which does not actually seem like much of a problem to be solved, just a reality.

Which is exactly the "draw the rest of the owl" problem. Something that takes substantial time, skill and knowledge to achieve is demonstrated as "three easy steps."