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April 12, 20260 citationsOpen Access

The Core-Modulation Architecture (CMA): A Structural Overview of Hallucination as Structural Mismatch

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GPGriselda PoeLehman College

Key Points

  • The aim is to analyze hallucination through the lens of structural failures within the Core-Modulation Architecture.
  • Explores the concept of hallucination in terms of structural alignment failures among cognitive layers.
  • Analyzes layer-specific processing and termination conditions.
  • Presents a minimal account of the structural basis of hallucination.
  • Hallucination is identified as a mismatch between Modulation-level and Core-level resolution.
  • Structural detection of hallucinations focuses on cognitive layer mismatches, not content errors.

Abstract

Hallucination is defined not as factual error but as a structural failure of alignment across target, layer, and constraint. Within the Core-Modulation Architecture (CMA), cognition proceeds through layered processing and requires layer-specific termination conditions. Hallucination arises when Modulation-level termination is registered as completion while Core-level resolution has not occurred, producing structurally ungrounded but locally coherent outputs. Detection is therefore structural rather than content-based, focusing on layer mismatch and termination failure. This document presents a minimal structural account of hallucination within the CMA framework.

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Cite This Study

Griselda Poe (2026) studied this question.

synapsesocial.com/papers/69db38274fe01fead37c6557https://doi.org/10.5281/zenodo.19502101
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