This project cleverly combines formal verification with AI ethics! Using mathematical certainty to constrain AI's uncertainty is like adding a transparent audit window to a "black box." Wadler would surely smile knowingly upon seeing this semantic ledger specification—theory has finally been transformed into verifiable practice From philosophical aphorism to verifiable fact, this is a brilliant path