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Compression Aware Intelligence and the Origins of Hallucination and Identity

Name: Compression Aware Intelligence and the Origins of Hallucination and Identity
Creator: Michele Joseph
Keywords: AI interpretability, Compression-Aware Intelligence, Psychological compression engineering, Contradiction Template Atlas, MirrorNet, Contradiction compression, Narrative compression, Hallucinet, Cognitive architecture, AI hallucination

descriptionPublicationkeyboard_double_arrow_right Other literature type 25 Mar 2025Publisher:Zenodo

Authors: Michele Joseph;

doi: 10.5281/zenodo.16421656

Compression Aware Intelligence and the Origins of Hallucination and Identity

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Abstract

This document presents Compression Aware Intelligence, a theory I coined in 2025 that reveals how emotion, memory distortion, and AI hallucination all arise from the same core mechanism: the compression of unresolved contradiction into a coherent narrative identity. It establishes my authorship and introduces key concepts such as MirrorNet, Hallucinet, Compression Tension, and the Contradiction Template Atlas. The framework offers a universal lens for understanding hallucination, identity, and narrative fractures across both humans and machines, while keeping the proprietary implementation details private. This work serves as the foundational record of this emerging field and its potential impact on AI interpretability, alignment, and human cognition.

Keywords

AI interpretability, Compression-Aware Intelligence, Psychological compression engineering, Contradiction Template Atlas, MirrorNet, Contradiction compression, Narrative compression, Hallucinet, Cognitive architecture, AI hallucination

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Compression Aware Intelligence and the Origins of Hallucination and Identity

Compression Aware Intelligence and the Origins of Hallucination and Identity

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Compression-Aware Intelligence and the Origins of Hallucination and Identity