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Artificial general intelligence (AGI), the holy grail of computing, represents a remarkable leap in technological development. It seeks to create agents capable of executing any here intellectual task that an individual can, thus blurring the lines between biological and artificial cognition. This frontier of innovation holds immense potential to t