Artificial general intelligence (AGI), the holy grail of artificialintelligence systems, represents a transformative leap in technological progress. It aspirations to create systems capable of performing any intellectual task that an individual can, thereby blurring the lines between natural and artificial intelligence. This frontier of innovation