NPO: Learning Alignment and Meta-Alignment through Structured Human Feedback

Madhava Gaikwad, Ashwini Ramchandra Doke

We present NPO, an alignment-aware learning framework that operationalizes feedback-driven adaptation in human-in-the-loop decision systems. Unlike prior approaches that treat alig…