The impact of artificial intelligence on education and the workforce is being explored, with discussions on how to build expertise and prepare the next generation for entry-level jobs in this new era. There are varying perspectives on the role of education, including the potential benefits of a liberal arts education and the need for human intelligence labs in colleges. The future of higher education and career development in the age of AI is being examined from multiple angles, with some emphasizing the importance of focusing on the essence of education and humanity as a key advantage.