Why do people keep comparing LLMs to a compiler. A compiler translates a higher level programming language to a lower level (usually assembly) one.
Natural language is not a programming language and cannot be compiled
Natural language is not a programming language and cannot be compiled
Bytecode is obviously not human readable - lets make Assembly. Assembly requires very specific skills - lets make a language that is more human readable. This new language is way more readable but requires very specific skills like understanding computer memory. Lets make a language that takes care of it. Lets make a language that is not compiled but interpreted. Lets make a language where you can just simply write 1 + 2 and computer would just give you an answer and you don't need to define anything.
Lets make the language that is simply a natural language and computer interprets it an writes the program you need itself.
We are comparing because any programming language is just a try to make programming easier.