We stand on the precipice in the midst a technological revolution, fueled by the unprecedented growth of artificial intelligence. At the forefront this paradigm shift are the PeopleBots - advanced robotic systems designed to effectively interact with humans. These groundbreaking machines are redefining the very nature of human-machine interaction,