SEP 9, 2026 · PREPRINT
Belief-State Engine: Augmenting LLMs for Principled Planning Under Partial Observability
arXiv
This is an unreviewed preprint presenting a novel architectural approach with controlled task evaluations; it demonstrates proof-of-concept on synthetic domains but lacks clinical, real-world deployment data or independent validation.
Reported
Number of baselines evaluated6
Number of ablations conducted10