What lessons have you learned the hard way in AI development?

AI development can be a challenging journey filled with unexpected hurdles. From understanding the intricacies of machine learning algorithms to managing data effectively, developers often face steep learning curves. What are some of the key lessons you've learned through experience that you wish you knew earlier? Share your insights and help others navigate the complexities of AI development.