We looked at using all sorts of "AI" to write SQL based upon natural language prompts. As far as I am aware, the state of the art is still nowhere close enough

We looked at using all sorts of "AI" to write SQL based upon natural language prompts. As far as I am aware, the state of the art is still nowhere close enough in accuracy for us to lean into as a business. This is the leaderboard I keep an eye on: https://yale-lily.github.io/spider https://yale-lily.github.io/spider Ultimately, I don't think we will get there with semantic analysis or GPT-style techniques. There is always some human factor involved with whatever schema is developed, so you would probably need an AGI trained in the same business as whoever is being replaced by this thing.