AI-Driven Asset Allocation Evolution: Generative Portfolio Optimization Reshapes Smart Wealth Management Landscape

With the deep application of generative AI and deep reinforcement learning technologies in the financial field, the robo-advisory industry in 2026 has undergone significant upgrades in asset allocation technology. This article explores how the new generation of AI portfolio optimization models improve return prediction accuracy and risk management capabilities, and analyzes their profound impact on the Southeast Asian cross-border wealth management market.