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The world of decentralized finance (DeFi) is undergoing a profound transformation, driven by the relentless advancement of machine learning (ML). This powerful combination, often dubbed "DeFAI," is moving beyond speculative discussions to deliver tangible enhancements in efficiency, security, and user experience. As the blockchain space generates vast amounts of real-time data, ML algorithms are proving to be indispensable tools for extracting insights and automating complex operations that were once the sole domain of human expertise.