3 papers
cs.CL2026
Reliability, validity, and diagnostic evidence for multi-model LLM short-answer scoring
Chunyi Zhao, Chao Li
Large language models (LLMs) are increasingly used or proposed for educational scoring, but single-model and single-run evaluations provide limited evidence for assessment use. Sho…
cs.CY2026
Why Organizational Rules Fail AI: O-I-B-A-R and the Externalization of Decision Boundaries
Chao Li, Chunyi Zhao
AI systems increasingly enter organizations through policies, procedures, playbooks, prompts, and other explicit representations of work. Yet formal descriptions often differ from…
cs.CY2026
Structural Dissolution: How Artificial Intelligence Dismantles Coordination Architecture and Reconfigures the Political Economy of Production
Chao Li, Chunyi Zhao
This paper introduces the Structural Dissolution Framework to explain how artificial intelligence restructures the coordination architecture of traditional industries. We argue tha…