Dr. Margaret Mitchell is an AI research scientist renowned for her groundbreaking work on language models and ethical AI, while Dr. Joy Boulamwini studies algorithmic bias in facial recognition technology. They delve into the alarming misinterpretations of AI, such as calling destructive events 'awesome.' The duo discusses racial and gender disparities in AI training, emphasizing the real-world impacts of bias. They also address the urgent need for ethical responsibility in AI development, reflecting on a call from over 1,300 tech leaders for a halt on AI advancements due to societal risks.