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theory

Cognition precedes conflict. This section houses DeepVector’s longform doctrine, conceptual frameworks, and analytical architectures. These essays model strategic entropy, predictive cognition, and sovereign systems thinking. This is where our methods are theorized—before they are deployed.

The Theory of Pre-Conflict Prediction Systems

The Theory of Pre-Conflict Prediction Systems

deepvector // 17 Apr 2025 // classified abstraction series “Everything in war is simple, but the simplest thing is difficult.” —Carl von Clausewitz “Difficulty is now quantifiable.” —A GAN trained on 38 years of conflict telemetry I. THE EROSION OF SURPRISE Conflict no longer begins. It gradients. There is no flashpoint—only

Manifest: Digital Autonomy in the Age of Overclouds

Manifest: Digital Autonomy in the Age of Overclouds

deepvector // 17 Apr 2025 // classified abstraction node I. INTRODUCTION: THE STACK IS A TERRITORY Territory is no longer drawn on land. It is routed through protocols. Borders are ports. Occupation is persistent surveillance. Every API call is a vote cast for control—and every dependency is a strategic compromise that