GenAI can assist in crafting compelling conference talk proposals, but it's essential to maintain personal voice and authenticity to stand out to reviewers. The author shares a structured process for co-writing abstracts with GenAI, emphasizing the importance of human emotion and personality in proposals, alongside traditional criteria for good talks.