After the Age of Inference: The Dawn of DM - Data Sovereignty and the Future of Computation

From: Nimrod Allen III

To: Executive Board, Dexter Monroe llc

Executive Summary

The prevailing paradigm of artificial intelligence, the "Age of Inference," is defined by the development and deployment of massive, pre-trained models for statistical pattern recognition. While this era has yielded transformative capabilities, it is now confronting fundamental economic, energetic, and conceptual limits. The current trajectory of scaling computational power is unsustainable, signaling an impending shift to a new technological epoch: the "Age of DM - Data Sovereignty ." This emerging era will be characterized by AI systems that can act autonomously, coordinate in decentralized swarms, and intera ...