No one can write machine code from memory other by writing machine for years and just memorizing them. Just like you can't start writing Python without prior knowledge.

> Analogously, I imagine future software dev to consist mostly of writing specs in natural language.

https://www.commitstrip.com/en/2016/08/25/a-very-comprehensi...?