Can investors rely upon general-purpose Artificial Intelligence (AI) to tackle the complex data science problems of investment analysis?

In his July 2025 presentation package entitled "AI Challenges in Mathematical Investing", Marcos Lopez de Prado addresses why AI-driven methods fail in the context of investing and offers insights into how these challenges can be mitigated. Based on his investment analysis experience, he concludes that:
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