2 papers
cs.AI2026
Query-Conditioned Knowledge Alignment for Reliable Cross-System Medical Reasoning
Yan Jiao, Jingran Xu, Pin-Han Ho +1
Cross-domain knowledge alignment is essential for integrating heterogeneous medical systems, yet existing approaches typically treat entity alignment as a static matching problem,…
cs.ET2026
Observability Engineering: From Measurement to Information Generation in Active Sensing Systems
Pin-Han Ho, Haoran Mei, Limei Peng +3
This article develops a four stage observability engineering framework for interaction driven sensing. The framework integrates physical modeling, information geometry, symmetry re…