Shift-Left Platforms, Single Models of Truth, and the Rise of Research Engineering
Dec 23, 2025•28 min
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Episode description
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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