Shift-Left Platforms, Single Models of Truth, and the Rise of Research Engineering

00:00 The Shift-Left Data Platform Thesis

06:49 Platform DNA and Structural Advantages

12:35 The Single Model of Truth for AI Systems

21:26 Research Engineering as the Next Core Discipline

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