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The Barnyard Reality Check: Why Applied AI Is Nothing Like a Web Service
Artificial Intelligence  Data Science  Latest  Machine Learning

The Barnyard Reality Check: Why Applied AI Is Nothing Like a Web Service

Vladimir Artus
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January 24, 2026

Author(s): Vladimir Artus Originally published on Towards AI. Image generated with Midjourney. Introduction In the sterile vacuum of a Jupyter notebook, building AI feels like a clean, linear process. You collect data, you train a model, you wrap it in an API, …

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