智能体人工智能的进展：回到未来（英文版）

In light of the recent convergence between Agentic AI and our field ofAlgorithmization, this paper seeks to restore conceptual clarity and provide a structuredanalytical framework for an increasingly fragmented discourse. First, (a) it examines thecontemporary landscape and proposes precise definitions for the key notions involved,ranging from intelligence to Agentic AI. Second, (b) it reviews our prior body of work tocontextualize the evolution of methodologies and technological advances dev