The manifestation of artificial intelligence (AI) is inextricably linked to our endeavor to decipher the very nature of human cognition. For centuries, philosophers and scientists have pondered the structures underlying thought, perception, and resolution. These inherent cognitive principles serve as the basis upon which AI researchers build their