Specialized trading agents are now outperforming foundational large language models (LLMs) such as GPT-5 and Gemini Pro by emphasizing risk-adjusted metrics. This development is being compared to a potential "iPhone moment" in the field of AI-driven trading, as these agents demonstrate superior performance in managing and optimizing trading strategies. The focus on risk-adjusted returns allows these specialized agents to deliver more consistent and reliable outcomes, setting a new standard in the competitive landscape of AI trading technologies.