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This is the Data Infrastructure Paradox. As practitioners in the trenches, we feel the growing complexity, the rising costs, and the persistent gap between the data we have and the value we need

"Migration Tax" goes beyond the initial estimate, appearing as cost overruns from tedious manual work, cascading errors, system downtime, and the high price of developer burnout.

A Recommender system can be distinguished from an information retrieval system by the semantics of its user interaction.