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

kept by elmleaf sep 21

The integration of Jev with DeepClause and its Pi extension enables scalable probabilistic logic programming for expert‑system applications like SOP2AGENT.

Jev means structured output is interesting again
The author contends that Jev’s speed comes from simple single‑token structured output, suggesting the technique is easily replicable and not a major breakthrough.
also on Jev, #ai-integration, #developer-tools
Jev is to tool use what RAG is to context
RAG pre-selects model input context while Jev pre-selects model output options; both constrain the model to a developer‑defined frame, contrasting with fully agentic models that decide dynamically.
also on Jev, #developer-tools