2 papers
cs.AI2026
Agent-First Tool API: A Semantic Interface Paradigm for Enterprise AI Agent Systems
Kai Pan, Rong Hou
As AI agents transition from research prototypes to enterprise production systems, the tool interfaces they consume remain rooted in human-oriented CRUD paradigms. This paper ident…
cs.AI2026
Beyond Autonomy: A Dynamic Tiered AgentRunner Framework for Governable and Resilient Enterprise AI Execution
Kai Pan, Rong Hou
Current large language model agent frameworks prioritize autonomy but lack the governability mechanisms required for enterprise deployment. High-risk write operations proceed witho…