According to what arguments? What makes writing letters to create/modify a blockchain/blockchain application different than writing letters for a LLM to generate the correct text?

Predictable outputs for a given input. Do you think a civil engineer just hopes for a sound structure? Or do they know the structure is sound before construction begins?

Civil engineers actually have liability, they can go to prison. Software "engineers", not so much.