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Financial analysts and investment managers constantly face complex, high-dimensional data sets (and if you're reading this, you've probably experienced a similar problem). To handle this complexity, they often resort to dimensional reduction  techniques, but frequently confuse methods that have fundamentally different purposes . Let's examine this. The Analyst's Dilemma: Simplify Without Losing Key Information In this article, I'll analyze two common approaches: principal com

If you believe that artificial superintelligence is just around the corner, capable of surpassing us in everything we do, you might be wrong. Inspired by the evolution from Paleolithic to Neolithic art, I realized that true advances don't come from doing more of the same, but from seeing the world in a completely new way. What if superintelligence isn't about being the best at everything, but about revealing connections that humans cannot imagine yet? The evolution of human u

Did you know that Albert Einstein played the violin and attributed part of his creative thinking to music? He once mentioned: "If I was...

You can listen to this article in podcast version here (Spanish only) You may watch a summary video here . Have you ever wondered how a...

When I was in school, there was a teacher who told me something that, for some reason, became etched in my memory: "everything is...