Deep Tide TechFlow News, on January 6, Newman founder Adrian cited @Zagabond on social media, stating that "current AI agents are just a rebranding of GPT, and the underlying technology will continue to improve; what matters is how it is applied," and emphasized that practicality is the ultimate standard for evaluating agents. Although agents associated with tokens are currently rare, they have already shown potential in some areas. The real opportunity lies in whether agents can solve real problems or enhance user experience. As the field continues to develop, we hope to see more agents that are both innovative and practical.