The role of AST with ChatGPT. As of July 2023, ChatGPT has evolved to understand and interpret basic Python code using an approach called Abstract Syntax Trees (ASTs).

For example, a mutation might replace a plus sign with a minus sign, or the number 2 with a 3. Similarly, the system mixes two programs by exchanging randomly chosen sub-trees from the two ...