Not sure if this is what you mean, but 'inductive logic programming' and more generally 'program synthesis' are fairly active research areas.

This paper appeared at PLDI '25: https://arxiv.org/abs/2504.09246

Discussed on HN at the time: https://news.ycombinator.com/item?id=43978357