Builders weigh Jev structured-decision model against graphical models, flag d-separation hurdle
jatingargiitk · x · 2026-09-21
- Jev (from typesafe) is a new model for structured decisions: given a question and a set of possible outcomes, it returns probabilities for each outcome.
- Developers are exploring whether combining Jev with graphical models could change how systems reason under uncertainty.
- The practical hard part, per jatingargiitk: the model can specify graph structure when given examples and variable names, but getting it to respect conditional independence without violating d-separation rules is much harder — the core correctness constraint of probabilistic graphical models.
Related event: Can Typesafe's Jev Model Revive Graphical Models? Researchers Debate(3 posts)→
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