IDEA #7IV651 Method to predict election outcomes using artificial intelligence, network theory and big-data from social media. 25A0031

Key Words: Predicting Election Outcomes with AI. See TCO # 20A0011 The purpose of this invention is to revolutionize election forecasting through a data-driven, AI-powered algorithm that eliminates the shortcomings of traditional polling. By integrating Large Language Models (LLMs) and Graph Neural Networks (GNNs), the invention processes and analyzes vast amounts of social media data to infer political preferences without the need for direct surveys. This non-intrusive, scalable approach ensures that predictions are more representative, reducing bias and increasing reliability.