I see life as a trapdoor algorithm or encryption for which the key has been lost.
This does not imply the key is particularly complex or unlikely. It just means it can't be found in the message.
It could take quite a while to find an equivalent key, but then science has had problems that took centuries. Science does not look at difficult problems and give up.
I like your analogy.