Large Language Model-Driven Math Assessment Content Development
Project scope
Categories
Software development Machine learning Artificial intelligence EducationSkills
mathematics large language modeling generative artificial intelligence application programming interface (api) content development machine learning quality assessment artificial intelligenceMyEdMaster LLC seeks to enhance its AI assessment tool by integrating advanced large language models to generate high-quality assessment content for mathematics. The goal is to create a robust set of questions and problems that accurately evaluate students' mastery of mathematical concepts. This project will allow learners to apply their understanding of large language models, AI, machine learning, and mathematics to develop content that is both challenging and educationally sound. The project involves analyzing existing large language models and programming them to create relevant mathematical assessment items to be integrated into our existing knowledge-based assessment tool.
The project deliverables include a program that takes as input a topic in K-12 mathematics and calls a large language model through its API and furnishes the LLM with the instructions necessary so that it can produce assessment items that measure factual, strategic, procedural and rationale knowledge for the learning objectives that are associated with the topic.
Providing specialized, in-depth knowledge and general industry insights for a comprehensive understanding.
Sharing knowledge in specific technical skills, techniques, methodologies required for the project.
Direct involvement in project tasks, offering guidance, and demonstrating techniques.
Providing access to necessary tools, software, and resources required for project completion.
Scheduled check-ins to discuss progress, address challenges, and provide feedback.
Supported causes
Quality educationAbout the company
MyEdMaster provides educational services and does software development for health and educational applications. We also conduct scientific research in these areas.