3 papers
cs.AI2026
5W1H+Which: Context-Valid Semantic Indexing with Progressive Ontology Binding
Yaxiao Liu, Pengbo Liu, Yiwen Liu +2
Transforming raw data into queryable knowledge requires both early extraction of reusable information and explicit types, relations, and applicability conditions for particular tas…
cs.AI2026
From Migration to Calibration: Preserving Agent Capabilities across Models, Jurisdictions, and Scale
Yaxiao Liu, Pengbo Liu, Yiwen Liu +2
Deploying, migrating, or scaling an agent can change its model, harness, infrastructure, application, and intended users. We formulate agent calibration as standards-first adaptati…
cs.AI2026
A Contract-Centered Architecture for Scalable and Manageable Agentic Runtimes
Yaxiao Liu, Pengbo Liu, Yiwen Liu +3
Enterprise agentic systems must coordinate changing capabilities, execution capacity, and independently governed data. We define Skill, Harness, Scaffold, and an external data subs…