Individuals can prepare for the AI boom by acquiring relevant AI skills and knowledge through courses, certifications, or degree programs. This can include learning programming languages commonly used in AI, understanding AI algorithms, and staying updated with the latest AI advancements. Building a strong network and staying connected to the AI community can also be beneficial.