AI systems often produce mathematically incorrect or misleading outputs despite seeming authoritative.
Build a web app that compares AI-generated mathematical proofs or solutions against verified human outputs, highlighting discrepancies.
Universities and online education platforms could license this to improve AI literacy in STEM courses.
MVP: A simple interface showing side-by-side comparisons of AI vs human solutions to common problems.
Risk: Niche academic audience may not justify commercial development.