
The rapid evolution of artificial intelligence (AI) has been a game-changer across various technological domains, highlighting both spectacular successes and notable shortfalls. Amazon Alexa, once a frontrunner in the virtual assistant market, exemplifies both the potential and the challenges within AI advancements. Although Alexa had an advantageous early start, its inability to keep pace with competitors reveals underlying systemic inefficiencies