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Towards Data Science

Your home for data science and AI. The world’s leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.

  • 150articles · 90d
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  • Jun 15, 2026earliest in window
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Towards Data Science
towardsdatascience.com > rag-was-always-a-temporary-workaround-what-is-next

RAG Was Always a Temporary Workaround. What is Next?

2+ mon, 2+ day ago   (944+ words) Why the future of AI memory relies on persistent neural state, not vector databases. Look closely at your favourite RAG system. Very closely. We labelled this “memory.” A more honest name would be: a very elaborate, high-latency game of telephone…...

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towardsdatascience.com > i-pitted-xgboost-against-logistic-regression-on-358-matches-the-boring-model-won

I Pitted XGBoost Against Logistic Regression on 358 Matches. The Boring Model Won.

2+ mon, 2+ week ago   (1244+ words) A concrete bias–variance lesson: why the smallest model had the best cross-validated fit, and how to know when to reach for the big hammer. So when I lined up five classifiers on the same task and the one-line linear…...