Ziran Zhou

High Coverage Does Not Guarantee Regression Detection: A Target-Blind Audit of Representative Task Panels for Versioned AI Coding Agents

Re-evaluating versioned artificial intelligence (AI) coding agents is expensive, motivating small task panels that represent a full benchmark. We audit whether such representativeness predicts regression-screening value (a regression is a task the previous configuration solved an...

How locus of control shapes digital nomads’ subjective well-being: the mediating roles of telepressure, technostress, and boundary control

Abstract Background As digital nomadism becomes an increasingly prevalent form of digital labor, understanding how psychological mechanisms shape well-being under highly autonomous yet weakly institutionalized work conditions is critical. Drawing on the Job Demands–Resources (JD-...