According to Yann LeCun, a renowned AI researcher, recent media discussions around drug price reductions highlight widespread misunderstandings of numerical concepts, such as denominators, among public figures (source: Yann LeCun on Twitter, Dec 21, 2025). This incident demonstrates a critical business opportunity for AI-powered media analysis and automated fact-checking systems. By leveraging natural language processing and advanced data analytics, AI can help news organizations and viewers quickly identify and correct mathematical errors in public discourse, improving information accuracy and public trust. The growing demand for reliable, real-time fact-checking solutions presents a promising market for AI startups and established companies seeking to develop robust tools for media and political analysis.