The advent of Large Language Model (LLM)–based AI tools is revolutionizing science communication, offering both unprecedented opportunities and challenges. These tools, integrated into various stages of the scientific process, are reshaping how knowledge is generated, shared, and understood. Expanding reach through AI applications LLM-based AI applications enable rapid summarization of specialist publications into easily digestible