# Hybrid AI Patterns: Thirteen Ways to Couple Language Models with Rules, and How to Choose Among Them

Source: https://arxiv.org/abs/2610.40036
Published: 2026-10-29
Status: unreviewed source report

## Source excerpt (up to 25 words)

> Language models handle text well, and rule engines give conclusions with proofs. Systems that combine the two are usually described by example, and the same

## Review question

Check availability, model version, licensing, real task accuracy, rate limits and total cost. Provider benchmarks are not independent replication.

No independent proof check or claim of peer review.