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Data Leakage in Machine Learning: Why You Must Split Before Preprocessing
Why splitting your data after preprocessing can silently invalidate your entire evaluation Imagine your model shows 95% accuracy during evaluation. You deploy it to production, and performance immedi...
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Building an ARC-2 Solver — From Socratic Panels to a Single Oracle
From Socratic Panels to the Oracle In Part 1 of this series, I explored a multi-agent Socratic architecture to tackle ARC-2. A supervisor agent orchestrated a panel of specialists, each debating hypot...
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From Chunks to Connections: The Intuitive Guide to Graph RAG
Have you been meaning to understand Graph RAG for a long time, but couldn’t because it feels overly complex? Have you opened technical… Continue reading on Towards AI
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