Chi-Chiu So

A TextGrad-Inspired Optimization Pipeline for AI-Assisted Generation of Lecture Notes and Problem Sets

Large language models (LLMs) hold substantial promise for AI-assisted education, yet challenges such as hallucinations and pedagogical misalignment hinder their direct application. This article introduces a pipeline adapting textual gradient-based optimization for the automated generation and iterative refinement of le...