This preprint introduces adaptation modules to correct imbalance in various institutional systems, suggesting significant improvements.
This preprint presents the operational implementation layer of the Equilibrium Ledger framework. It introduces four institutional adaptation modules designed to audit and correct energetic imbalance, systemic friction, and cognitive depletion across healthcare, corporate, public service, and legislative systems. The paper operationalizes concepts from organisational sociology, neurodivergent cognition, and human–AI governance into deployable institutional audit architectures.
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Alessandro Grassini (2025) studied this question.
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