Ad Age has published a retrospective analysis detailing the good and bad lessons learned from two years of building artificial intelligence products. The reflection covers the practical experiences, challenges, and insights gained during the development lifecycle of AI technologies over this two-year period. While specific technical metrics or product names were not provided in the source text, the overview highlights the ongoing evolution and pragmatic realities faced by developers and organizations deploying AI solutions in the market.