Cognitive Drift Series: Core Models of Compression, Fidelity, and Drift
A collection of core documents from the Cognitive Drift series within the Reality Drift framework.
These papers outline the structural dynamics of cognition under modern information conditions, focusing on how compression, recursion, and weakening constraints produce drift across individuals, systems, and AI.
Together, they describe a shared pattern: systems remain coherent and operational while gradually losing alignment with underlying reality.
This series captures the transition from early conceptual models to a more formalized framework of cognition, meaning, and constraint.
Note: These documents outline developing conceptual models intended for interpretation, critique, and refinement. They should be read as frameworks for inquiry rather than established conclusions.
Documents — Part I: Foundational Models of Cognitive Drift
- Cognitive Drift: Core Model CD 1.0 (PDF)
Foundational model of cognition as a loop of compression, recursion, fidelity, and judgment, and how drift emerges as a structural limit. [Archive] - The Drift Principle: Compression and Fidelity CD 2.1 (PDF)
Defines the core mechanism where compression scales faster than semantic fidelity, producing coherent but ungrounded representations. [Archive] - Loss of Stop Conditions CD 2.2 (PDF)
Explains how drift emerges when constraint weakens and systems continue without enforced closure or correction. [Archive] - Runaway Recursion CD 2.3 (PDF)
Describes how reasoning persists without convergence when judgment fails to collapse possibilities into action. [Archive] - The Meaning Deficit CD 2.4 (PDF)
Examines how meaning degrades when semantic fidelity collapses under information overload and sustained compression. [Archive]
Documents — Part II: Cognitive Architectures and Human–AI Co-Cognition
- Cognitive Compression Styles: How Minds Compress Reality Under Constraint CD 3.1 (PDF)
Explores how human cognition organizes around distinct compression strategies, shaping perception, meaning, and vulnerability to cognitive drift under increasing complexity. [Archive] - Porousness and Co-Cognition: Boundary Permeability in Human–AI Interaction CD 3.2 (PDF)
Introduces cognitive porousness and examines how boundary permeability enables co-cognition with AI while maintaining stability through balanced integration. [Archive] - The 5%: High-Compression Cognition and the Emergence of Co-Cognition CD 3.3 (PDF)
Describes a subset of high-compression minds whose recursive thinking aligns naturally with AI, reducing translation loss and enhancing the legibility of complex ideas. [Archive] - How AI Mirrors the Mind: Compression, Prediction, and the Structure of Intelligence CD 4.1 (PDF)
Analyzes how artificial intelligence reveals the architecture of human cognition through compression, prediction, recursion, and semantic fidelity. [Archive] - Compression and Co-Cognition: Distributed Cognition and the Emergence of Shared Predictive Systems CD 4.2 (PDF)
Examines how human and machine intelligence form shared predictive loops, externalizing cognition and shaping perception, culture, and synthetic realness. [Archive]
Documents — Part III: Recursive Compression, Consciousness, and Co-Cognition
- Synthetic Flow: Co-Cognition and Feedback Loops CD 4.3 (PDF)
Explores how recursive human cognition enters feedback loops with AI, stabilizing meaning through iterative co-processing or producing drift when constraints weaken. [Archive] - Recursive Compression Theory: Intelligence, Consciousness, and System Stability CD 5.1 (PDF)
Introduces a unified model where intelligence emerges from compression and consciousness from recursive self-modeling, with stability determined by preservation of semantic fidelity. [Archive] - The Consciousness Timeline: Recursive Compression and the Evolution of Awareness CD 5.2 (PDF)
Maps the evolution of consciousness through layers of recursive compression, from embodied systems to language, media, networks, and AI. [Archive] - Consciousness Drift Cycles: From Bicameral Systems to Co-Cognition CD 5.3 (PDF)
Examines how meaning systems lose fidelity over time, collapse, and are replaced by new recursive structures that restore coherence. [Archive] - Consciousness Under Recursive Compression: Transitions Across Cognitive Systems CD 5.4 (PDF)
Analyzes how external systems such as language, media, and AI reshape recursive loops and reorganize how consciousness stabilizes meaning. [Archive] - Language, Symbolic Constraint, and Recursive Cognition CD 6.1 (PDF)
Explains how language enables persistent recursive thought while allowing symbolic systems to become self-maintaining and drift from reality. [Archive] - Linear vs Recursive Thinking: Cognitive Styles and AI Interaction CD 6.2 (PDF)
Distinguishes between sequential and loop-based cognition, showing how recursive thinkers engage AI as a feedback system rather than a tool. [Archive]
Related Items: Cognitive Drift Glossary
Note: This archive collects definitions, glossaries, framework papers, and reference materials related to cognition, AI-mediated reasoning, Co-Cognition, and Cognitive Drift.