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April 4, 2026Open Access

Cognitive Signature Cloning vs Coherence Identity (2PS)

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Authors

EPEduardo Parra

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Overview

AI digital clones replicate behavior but fail to preserve identity comprehensively, highlighting key distinctions.

Key Points

  • The study aims to explore the limitations of AI digital clones in preserving identity compared to human interaction dynamics.
  • Analysis of AI digital clones' behavior replication
  • Exploration of 2PS framework concepts
  • Assessment of cognitive rigidity and synthetic drift
  • AI clones replicate observable behavior but lack adaptive identity evolution
  • Identity emerges through relational interactions rather than mere behavior replication
  • True identity preservation requires dynamic and coherent evolution under change

Cite This Study

Eduardo Parra (2026) studied this question.

synapsesocial.com/papers/69d0af1c659487ece0fa4fb8https://doi.org/10.5281/zenodo.19378066
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Also Consider

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  1. 1The Boundary Between Avatar and Human: Authenticity Challenges in Digital Personalities2025
  2. 2From Sessions to Trajectories: ∆-Coherence, Relational Memory, and the Emergence of Computational Identity in AI Systems2026
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  4. 4Homo Symbioticus Memory, Provenance, and the Emergence of Persistent Human-AI Identity Continuous Craig: From Extended Cognition to Continuous Succession2026
  5. 5Anti-Goodhart ∆-Coherence: Invariants, Layer Disagreement, and the Detection of Simulated Continuity in Long-Horizon AI Systems2026