ai-in-education/

Designing scalable AI prompt architectures for diverse learning contexts, from K-12 chemistry scaffolding to undergraduate research assistance. This project validates custom prompts that maximize student self-efficacy, minimize factual error, and provide equitable linguistic support across educational levels.

AI Tools in Education Project

Abstract

This project pioneers the development and validation of adaptable AI-driven pedagogical tools designed to enhance content mastery and academic equity across diverse learning contexts, from secondary science to undergraduate chemistry and research. It addresses two primary objectives: first, the development of custom generative AI prompts to serve as interactive, Socratic learning assistants for complex STEM concepts; and second, the creation of AI-scaffolded materials to improve accessibility for English Language Learners (ELLs). Drawing upon two decades of experience in university and high school chemistry education, the project demonstrates a scalable framework for designing evidence-based resources that enhance personalized learning and foster global educational advancements.

Project Details

  • Category: Education Technology
  • Project Type: AI Application, Curriculum Development
  • Date: 2025-09-27
  • Author: Murat Kahveci
  • Status: In Progress
  • Keywords: AI in education, physics, chemistry, ELL support, prompt engineering, Python

Repository Structure

  • README.md: Contains project details.
  • /docs: Contains files with examples of custom prompts.

Custom Prompt Library

This project compiles a curated library of custom prompts addressing specific educational challenges within the high school science classroom and various other subject areas detailed in the Project Documents.

Usage Information

For best results, copy the full “Prompt Text” from the linked Markdown file and paste it into your preferred large language model (LLM), such as Gemini, ChatGPT, or Claude.

1. Copy the Prompt

2. Paste into LLM

The core of the system instruction is usually at the top of the prompt text.

Citation

This project is a personal initiative to explore the practical application of AI in the classroom. Feel free to use the concepts or code, with appropriate attribution.