Zero-shot encoders even pre-date LLMs. People who worked in NLP in the transformers "BERT-era" may be familiar with natural language inference (NLI).

Decision models are really not much different than that, but (usually) scaled up to bigger causal models.

If you are looking to do Jev-like things with smaller models, check into NLI.