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Insightsdbt Labs Blog·June 22, 2026·Dustin Dorsey

The semantic debt crisis no one is talking about

Summary

Databricks practitioners face a semantic debt crisis where different teams report different numbers for the same metric. AI will exacerbate this problem, making it impossible to ignore the need for consistent metric definitions.

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