LabNotes.ai is developing an AI-powered Socratic tutoring system purpose-built for higher-education STEM disciplines. Unlike existing AI tools that provide answers (ChatGPT, Chegg, CourseHero) or existing homework platforms that grade correctness without teaching, LabNotes.ai uses large language models constrained by a Socratic pedagogical framework to guide students through problem-solving without ever revealing the answer. AND, Educators get the tools and insights they've always wanted.