Agentic AI in Education

Agentic AI — AI systems that autonomously plan, execute, and adapt multi-step workflows to achieve learning goals, going beyond single-turn Q&A to act as persistent, goal-directed collaborators: AI tutors that scaffold over extended interactions, multi-agent systems orchestrating instructional designs, and agents that co-regulate learning. The paradigm shift from prompt-responding tool to active collaborator is examined in Agentic AI Pedagogical Best Practice 2026 and Tool Invariant Framework Agentic AI.

Agentic AI refers to artificial intelligence systems that can autonomously plan, execute, and adapt multi-step workflows to achieve learning goals — going beyond single-turn question-answering to act as persistent, goal-directed collaborators in educational contexts. In education, agentic AI manifests as AI tutors that scaffold learning over extended interactions, multi-agent systems that orchestrate complex instructional designs, and autonomous agents that adapt their pedagogical strategies based on learner needs. This emerging paradigm shifts AI from a tool that responds to prompts to a collaborator that actively guides, adapts, and co-regulates learning processes.