The StarkNet AI Transaction Simulator is a web-based application that uses advanced AI models to replicate StarkNet network behavior and simulate user-defined transactions. It forecasts gas usage, potential reverts, and contract state changes by interpreting transaction parameters through machine learning. Users can iteratively adjust inputs, explore alternative execution paths, and verify expected outcomes before deployment. The platform supports multi-step contract interactions, token transfers, and DeFi operations, providing detailed logs and AI-driven recommendations to streamline development and audit processes.