Cultural Entropy: A Forensic Audit of Civilizational Coherence (1950–2025)
A data-driven model analyzing how extraction, volatility, and instability drove social fragmentation, mental health decline, and trust collapse from 1950–20
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Superintendent | SpiralOS | #AlignedGenerativeIntelligence | Life's hard. Pattern's worth it."
Systems researcher and builder working on coherence, entropy, and AI interaction dynamics. I create mathematical and executable models that test how complex systems drift, stabilize, and reset. Focused on structural clarity, not noise.
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