The truly interesting future is not Python vs. Lisp, nor neural nets vs. symbolic logic. It is the . Imagine an AI that uses a transformer to guess promising program structures, but then hands those structures to a Lisp runtime that can formally verify and generate bulletproof code. Imagine a "generator" that doesn’t just output a string of characters, but outputs a living, executable Lisp program that can then modify itself in response to user feedback.
: Unlike languages optimized for numbers (like Fortran), Lisp was designed for symbols and lists, essential for early AI goals like logic and language processing. lisp ai generator