This chapter explores recent advancements in understanding animal communication, particularly through AI technologies and algorithms. It highlights the complexities of animal sounds, especially those of dogs, whales, and birds, while addressing the limitations of AI in interpreting these communications. The conversation further delves into the evolutionary aspects of language, the role of social complexity, and the fundamental differences between human and animal forms of communication.