Intelligent Assignment

Passive IDA Diagram
1

Passive IDA

Introduction, Delivery, Assessment

Traditional lecture-based learning is fundamentally instructor-centered: learners are positioned as passive recipients of information, often relying on memorization simply to satisfy assessment criteria.

Active IDA Diagram
2

Active IDA

Inquiry, Discussion, Application

Active learning cultivates deeper cognitive engagement by creating a participatory environment that centers the learner and prioritizes conceptual understanding. Yet it depends on timely feedback and sustained guidance—-resources that are difficult to provide at scale.

aIDA Diagram
3

aIDA

AI-Augmented Inquiry, Discussion, Application

Our model leverages AI to extend active learning beyond the physical classroom, delivering continuous, targeted feedback through two complementary assistants:

  • Tutoring Agent: Facilitates Inquiry through structured Socratic dialogue.
  • Grading Agent: Supports Application by providing immediate, actionable feedback.

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