Advaita Inquiry Matrix (AIM): Structured Nondual Inquiry with Agentic AI (drive.google.com)

The Advaita Inquiry Matrix (AIM) is a groundbreaking AI-assisted system aimed at enhancing the pedagogical process within Advaita Vedānta, a philosophical tradition focused on non-duality. AIM automates the structured exploration of traditional texts in response to students' inquiries and understanding, while ensuring that human gurus retain oversight as custodians of doctrinal integrity. This collaboration positions AIM as a vital tool for guiding students on their journeys toward self-recognition without overtaking the role of the teacher. Technically, AIM operates on two distinct layers: a static Text Ontology Layer that houses canonical texts, and a dynamic Pedagogical State Layer that models the student's conceptual state, tracking their understanding and confusions. Key functional agents facilitate this process, including a Diagnostic Agent that detects errors in students’ thinking, a Dialectical Unfolding Agent that orchestrates guided inquiries to dissolve cognitive errors, and mechanisms for reinforcing essential teachings through structured sequences. AIM not only aims to clarify complex philosophical concepts but also to create a safe environment for exploration, ensuring that students can navigate the nuances of Advaita Vedānta effectively. This innovative synthesis of technology and ancient wisdom could redefine how philosophical teachings are transmitted in the digital age.