一作ACL 2026Poster· Natural Language Processing
Dialogue is the Plan: From Interface to Joint Action in Agentic AI
Mert Inan · Malihe Alikhani · Anthony Sicilia
摘要
Large Language Model agents can seeminglyplan and act, yet their language use is oftentreated primarily as an interface for instructingactions and reporting results. We argue that thisframing is one important cause of recurrent coordination failures in human-facing and multiagent settings, includ...