Artificial general intelligence (AGI), an holy grail of artificialintelligence systems, represents a profound leap in technological development. It seeks to create systems capable of accomplishing any intellectual task that a human can, consequently blurring the lines between synthetic and artificial intelligence. This frontier of innovation holds