Solana's AI token ecosystem is shifting from pure meme culture to projects that incorporate developer tools and agent orchestration, such as $GAS and $VVM tokens, which are associated with open-source frameworks. Although speculative behavior still exists, thanks to Solana's speed and low-cost advantages, current activities are more based on software experiments. The ecosystem currently has about 800 AI agents, leading mainstream blockchains, but its real-world applications are still in the early stages.