Author

David Luo

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Preprint Sep 2026

FunnelAudit: Responsibility Auditing in Multi-Route Recommender Systems

Findings demonstrate the importance of explicit serving semantics and checkable witnesses for recommender accountability, and introduce FunnelAudit, an executable framework for incident-level responsibility auditing.

Jie Li, David Luo, Jia-Yang Niu et al. · 0 citations

Open access 2026

Agent-Native Applications: A New Application Paradigm

Traditional application architectures assume behavioral logic authored in advance, leaving reachable behavior largely bounded by explicit code and workflow rules. Large language model (LLM)-based agents challenge this assumption by enabling runtime reasoning and autonomous action to become part of application behavior,...

David Luo, Alberto Leon-Garcia · IEEE Access · 0 citations