This chapter discusses the competition between startups and tech giants in the AI field, highlighting the advantages of financial resources that big companies have. It emphasizes the need for startups to go vertical and focus on specific domains to succeed. The chapter also mentions the complexity of AI in various domains and the possibility of funding algorithmic advancements through a bell labs-like approach.