Agentic AI as Process Scaffolding in Undergraduate ESL Instruction: Effects on Proficiency, Engagement, and Self-Regulated Language Learning
Recent AI-assisted language learning research has focused mainly on reactive chatbots that respond to prompts but offer limited support for planning, monitoring, and follow-up. This study examined whether a bounded agentic AI environment designed as process scaffolding would be associated with stronger ESL outcomes tha...