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Emergent Systems Architecture (2026)

Justin Skindell · Skindell Research

This paper introduces ESA as a descriptive framework for identity-like behavioral organization in stateless language-model interaction and reports a controlled 297-run study across three GPT-family models.

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License: CC BY-NC-ND 4.0

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