Clare discusses the complexities of combating bias in AI models, revealing how predictive algorithms can unintentionally perpetuate societal prejudices. The conversation delves into the ethical implications of using biased data to make future predictions, shedding light on the importance of understanding and addressing algorithmic bias in AI systems.