The text recounts the author's experiences with conference talk submissions and evaluations, particularly in the context of organizing the AI Engineer Paris event. Despite encountering challenges like the lack of feedback on rejections and the overwhelming volume of submissions, the author offers insights on the importance of company reputation, role relevance, and social media presence in the selection process. The author underscores the significance of including a video showcasing speaking abilities, as it heavily influences the evaluation of proposals. Additionally, proofreading submissions and subtly integrating company endorsements into talks are emphasized to avoid appearing overly promotional. The narrative acknowledges the competitive nature of conference selections and encourages persistence despite potential rejections, while also expressing gratitude to those who submitted proposals and urging continued engagement with AI Engineer events.