This presentation is about questioning the relationship between man and machine with regard to gender equality. The presentation begins with a brief introduction to the topic of humans and machines. We will then focus on the role gender equality plays behind the scenes of AI-powered machines. Finally, we will deal with the question of how AI-powered machines should be handled by humans in everyday and professional life in order to ensure gender equality.