Explore the cutting-edge field of emotional machine learning in this 20-minute conference talk from MLCon. Delve into the potential of AI systems capable of understanding human emotions through facial expressions, voice interactions, and body language. Examine recent advancements in creating emotionally intelligent machines and their impact on human-machine interactions. Analyze the pros and cons of developing AI with emotional intelligence, considering the ubiquitous presence of intelligent machines in daily life. Gain insights from Srividya Rajamani of Siemens Healthineers on this little-explored but immensely promising area of artificial intelligence.