The importance of autonomous control systems in catalysis cannot be overstated. These systems offer multiple advantages, including: - Increased Efficiency: By utilizing AI and ML algorithms, these systems can continuously optimize reaction conditions, leading to higher yields and reduced waste. - Enhanced Safety: Autonomous systems can monitor reactions in real-time, immediately addressing any deviations from standard operating conditions, thereby preventing potential accidents. - Cost Reduction: Automation reduces the need for manual labor and minimizes errors, resulting in cost savings. - Scalability: These systems can easily be scaled up or down, making them suitable for both laboratory-scale and industrial-scale applications.