Framework Maps

Reality Drift can be difficult to see because it rarely appears as a single failure. These visual maps outline the recurring structures through which systems, institutions, media, and AI gradually lose alignment with reality while remaining functional.

1. The Representation Stack

How reality becomes compressed into metrics, optimization systems, representations, and narratives.

Visual framework map titled “The Representation Stack: How Reality Gets Compressed,” showing reality compressed through measurement, metrics, optimization, representation, and narrative. The diagram explains context loss, constraint distortion, meaning loss, and how clean simplified outputs can replace contact with complex reality. Part of the Reality Drift framework.

2. The Civilization Compression Ladder

How reality is compressed through science, institutions, media, public narrative, and individual belief.

Hand-drawn stack showing reality passing through science, institutions, media, public narrative, and individual belief. At each layer, representations become easier to coordinate and reuse while losing detail, uncertainty, context, history, and direct contact with reality.

3. The Coherence Machine

A loop showing how systems become more internally consistent as contact with original conditions weakens.

Circular hand-drawn diagram showing reality capture, compression, metric substitution, synthetic realness, institutional response, and recursive reinforcement. The system gains coherence, confidence, and legibility while losing context, correction, and contact with reality.

4. The AI Recursive Training Loop

How recursive generation compounds drift inside AI systems over time.

Visual framework map titled “The AI Recursive Training Loop,” showing how human reality becomes training data, AI generates outputs, humans consume and rely on those outputs, and future AI trains on prior AI outputs. The diagram explains how bias, synthetic coherence, grounding drift, and knowledge convergence can compound over time. Part of the Reality Drift framework.

Core Resources

What Is Reality Drift? (PDF)
A short introduction to the core framework and how drift emerges across modern systems.
Reality Drift Overview and FAQ (PDF)
A broader orientation to the framework, its core concepts, and how the system fits together.
Reality Drift Glossary (PDF)
Definitions of the core vocabulary and related concepts used throughout the framework.
Semantic Fidelity (PDF)
A companion concept focused on how meaning degrades across AI systems, language, and recursive transformation.

Reality Drift Archive