AI trading agents are approaching significant adoption in cryptocurrency markets, though full integration is still forthcoming. Recall Labs' recent contests demonstrate that specialized AI models, particularly those utilizing risk-to-reward ratio metrics, outperform general models like GPT-5. These tailored algorithms excel in value investing and risk-adjusted returns within the crypto space. Despite the growing use of AI tools, there are concerns about diminishing alpha as more traders adopt similar systems. Michael Sena of Recall Labs notes that leading strategies will remain proprietary, with institutions developing custom tools to maintain a competitive edge.