Generate code for declarative language instead of programming language

Is generating code for programming languages like JavaScript and Python the right path to take? I think not. I think we should be generating code for declarative languages like Excel or SQL. What's the difference, you ask? If you are asking AI to generate code for your requirements, you are essentially expressing your intent. Expressing it in a declarative language seems natural. This will help the person who gave the requirement to understand the code generated by the AI. On the other hand, generating code for a programming language seems like the worst form of leaky abstraction. The unavailability of training data might be the primary reason behind the direction these code generation AI companies are taking. At Neartail, we are taking a middle road. We have created a declarative language using JavaScript syntax so that we could train the AI as well as make it understandable to business owners.