Oliver discusses the limitations of deep learning systems, emphasizing the need for models that can learn from fewer data points and offer greater transparency. He highlights the evolving attitudes in regulated industries, particularly financial services, where the demand for explainable AI is becoming critical as organizations recognize its necessity within decision-making frameworks.