The artificial intelligence (AI) agent crypto token market has rapidly evolved, reaching a market capitalization of US$13.5 billion by early 2025.AI agent crypto tokens combine blockchain technology and AI, facilitating decentralized ecosystem interactions.DeepSeek, a Chinese AI company, has introduced the R1 reasoning model using reinforcement learning (RL) for cost-effective AI operations.RL enables AI models to learn through interactions with environments, reducing data and computational costs.DeepSeek's advancements are set to drive innovation in the AI agent crypto sector with tools for automated trading and DeFi applications.HTX Ventures predicts sustainable business models in the AI agent crypto space, transitioning from hype to real user needs.Trends like multi-agent systems, DeFI + AI, and upgrades to core AI frameworks are shaping the future of AI agent crypto tokens.Projects like AI16Z and OriginTrail are leading examples in the AI agent token space, showcasing the potential of AI in crypto markets.The emergence of AI agent tokens began with the success of Goatseus Maximus (GOAT) and has since seen various innovative projects in the market.The synergy between AI and blockchain technologies is paving the way for sustainable and commercially viable business models in the crypto space.