IlluminaeAI is an educational startup providing individualized teaching and feedback to every student from K-12. Built on open-sourced LLM modules, IlluminaeAI offers "steps" or cascading levels of difficulties, oriented for different grade levels.
The LLM's adapt their teaching style to mirror the teachers' using a Google Classroom Web Hook that updates the LLM's with the latest assignemnts and materials. This content is containerized and cannot be accessed by anyone outside of the teacher, their students, and the schools administration team. Supermemory is used at this step to provide lengthly context and memory functionality to the LLM's to store user preferences, learning styles, difficulty level, etc.
The LLM's are conversation-first, where the LLM will walk the student through the concepts and example problems instead of simply providing steps to the answers, or worse, giving the answers directly.
Finally, to comply with data privacy laws, we check all prompts, context, and responses from the LLM for personally identifable information (PPI) to ensure the LLM never reads or returns any protected data.
All of this is marketed to school districts across the country to provide low-cost, individualized education to all.