DSPy 3.4 adds first-class support for System One models, letting Jev run behind an ordinary DSPy signature and preserving its probability evidence for optimization. The integration installs via `pip i…
A developer compared five approaches to a banking-support classification task using the BANKING77 dataset: a TF-IDF lexical model, a small sentence transformer (MiniLM), a general-purpose language mod…
A state-machine architecture in which deterministic code owns the plan and facts while Jev supplies bounded judgment only at decision branches is detailed in a blog post, with a simulated canary deplo…
TypeSafe's Jev returns typed probabilistic decisions — Noul (P(yes) from 0 to 1), Choice (selected option plus probability distribution), and Score (weighted score plus distribution) — rather than fre…