4 papers
Alignment in Time: Peak-Aware Orchestration for Long-Horizon Agentic Systems
Hanjing Shi, Dominic DiFranzo
Traditional AI alignment primarily focuses on individual model outputs; however, autonomous agents in long-horizon workflows require sustained reliability across entire interaction…
When Visibility Outpaces Verification: Delayed Verification and Narrative Lock-in in Agentic AI Discourse
Hanjing Shi, Dominic DiFranzo
Agentic AI systems-autonomous entities capable of independent planning and execution-reshape the landscape of human-AI trust. Long before direct system exposure, user expectations…
Human Control Is the Anchor, Not the Answer: Early Divergence of Oversight in Agentic AI Communities
Hanjing Shi, Dominic DiFranzo
Oversight for agentic AI is often discussed as a single goal ("human control"), yet early adoption may produce role-specific expectations. We present a comparative analysis of two…
Culturally-Grounded Governance for Multilingual Language Models: Rights, Data Boundaries, and Accountable AI Design
Hanjing Shi, Dominic DiFranzo
Multilingual large language models (MLLMs) are increasingly deployed across cultural, linguistic, and political contexts, yet existing governance frameworks largely assume English-…