Industry Briefs
Twenty-eight policy, research, and structural briefs applying the Trinket Soul Framework to AI companion systems, relational economics, institutional architecture, and applied domains. Each brief addresses a specific structural finding or failure mode that the framework predicts.
AI Companion Industry (Briefs 1–5)
Brief 1: The Simulation Disclosure Problem — When AI companions mislead users about relational capacity.
Brief 2: The Withdrawal Study — A pre-registered longitudinal study design for measuring AI companion dependency.
Brief 3: Relational Templates at Risk — AI companions and child development during critical formation windows.
Brief 4: The Engagement Inversion — Why high engagement metrics may signal dependency rather than satisfaction.
Brief 5: The True Economy Certification — A voluntary transparency standard for AI companion applications.
Structural Diagnostics (Briefs 6–10)
Brief 6: The Exploitation Diagnostic — A structural screening framework for identifying relational abuse.
Brief 7: Artificial Scarcity — How digital platforms simulate relational stakes.
Brief 8: Grief Architecture — Why some losses take longer and what that means for treatment.
Brief 9: Phase Transitions — What the framework cannot yet explain about sudden relational change.
Brief 10: Currency Atrophy — How perfect understanding erodes the capacity for imperfect connection.
Measurement and Units (Briefs 11–16)
Brief 11: Institutional Economy — What corporations, churches, and countries teach us about relational architecture.
Brief 12: The Moniz — A unit of relational sacrifice.
Brief 13: Anti-Trinket — Entropy accelerators in relational exchange.
Brief 14: Internal Economy — Self-governance through relational physics.
Brief 15: The On-Ramp Protocol — Transitioning from shadow economy to real economy.
Brief 16: Mz Relativity — The asymmetry of sacrifice and the redefinition of fairness.
Applied Dynamics (Briefs 17–22)
Brief 17: Depletion-Exploitation Nexus — Why exploitative systems target relational strength.
Brief 18: Shadow Withdrawal — The transition cost between relational systems.
Brief 19: The Martyrdom Trap — When the framework’s highest virtue becomes self-destruction.
Brief 20: Template Tax — Inherited processing overhead in adult relationships.
Brief 21: Frozen Ledger — Mz dynamics after relational death.
Brief 22: The Extraction Engine — Social platforms as anti-trinket delivery systems.
Institutional and Population-Level (Briefs 23–28)
Brief 23: Differential Risk — Why AI companion risk cannot be assessed independently of user architecture.
Brief 24: Forming Architecture — Intervention during template formation.
Brief 25: Esteem-Trust Divergence — How shadow economy immersion inflates self-esteem while eroding self-trust.
Brief 26: Infrastructure Subsidy — How institutional structures reduce the cost of connection.
Brief 27: Population Freeze — Mass-casualty events and generational template distortion.
Brief 28: The Structural Governor — Real-time monitoring of relational economic depletion in human-AI interaction.
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