Recently, the global landscape of artificial intelligence has witnessed significant strides, as numerous technology companies have introduced groundbreaking new AI models. These developments signify a pivotal shift in technology, evolving from general large-scale models to advanced multimodal assistants and agents. Among these innovations stands out the autonomously evolving AI system named "EvoNet," jointly released by Stanford University and DeepMind.