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This paper explores the limitations of AI-based social simulations to fully capture the complexities of human identity and transformation.

April 25, 2026Open Access

Oltre la Coerenza Comportamentale: Limiti Epistemici della Simulazione Sociale Basata sull'Intelligenza Artificiale, Struttura Identitaria e Trasformazione Non Lineare nei Sistemi Umani

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GPGinevra PigliacelliInstitute for Resource Analysis and Policy

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Implication

This analysis reveals the epistemic limitations of AI social models in predicting identity transformations, indicating a need for deeper understanding.

Key Points

This paper explores the limitations of AI-based social simulations to fully capture the complexities of human identity and transformation.
Analysis of current AI social simulation models and their epistemic boundaries.
Exploration of theoretical frameworks including predictive processing, embodied cognition, and complex systems theory.
Introduction of the IRAR model addressing structural psychological transformation.
Current AI models lack the capacity to appropriately represent identity transformation and psychological discontinuity.
The analysis highlights the inadequacy of observable behavior in modeling the dynamics of self.
Introduced the IRAR model as a solution for understanding structural transformations in human psychology.

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Ginevra Pigliacelli (2026) studied this question.

synapsesocial.com/papers/69ec5b6088ba6daa22dacf11 https://doi.org/10.5281/zenodo.19704263

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Implication

This analysis reveals the epistemic limitations of AI social models in predicting identity transformations, indicating a need for deeper understanding.

Oltre la Coerenza Comportamentale: Limiti Epistemici della Simulazione Sociale Basata sull'Intelligenza Artificiale, Struttura Identitaria e Trasformazione Non Lineare nei Sistemi Umani

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Implication

Key Points

Cite This Study

Oltre la Coerenza Comportamentale: Limiti Epistemici della Simulazione Sociale Basata sull'Intelligenza Artificiale, Struttura Identitaria e Trasformazione Non Lineare nei Sistemi Umani

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