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Brief
Brief 5: The True Economy Certification
── Brief 5: The True Economy Certification ── THE TRUE ECONOMY CERTIFICATION A Voluntary Transparency Standard for AI Companion Applications Trinket Soul Framework --- Standards Document No. 5 Michael S. Moniz February 2026 A companion document to The True Economy Audit (Volume III) Creative Commons Attribution-NonCommercial-ShareAlike 4.0 1. PURPOSE AND SCOPE This document establishes a voluntary transparency certification for AI companion applications based on the six struc
Michael S. Moniz
Mar 168 min read
Brief 4: The Engagement Inversion
── Brief 4: The Engagement Inversion ── THE ENGAGEMENT INVERSION Why Your Best Metric May Be Your Worst Signal Trinket Soul Framework --- Industry Brief No. 4 Michael S. Moniz February 2026 A companion brief to The True Economy Audit (Volume III) Creative Commons Attribution-NonCommercial-ShareAlike 4.0 FOR THE READER This brief is addressed to product managers, executives, and investors in the AI companion industry. Unlike the other documents in the Trinket Soul Framework se
Michael S. Moniz
Mar 167 min read
Brief 3: Relational Templates at Risk
── Brief 3: Relational Templates at Risk ── RELATIONAL TEMPLATES AT RISK AI Companions and Child Development Trinket Soul Framework --- Policy Brief No. 3 Michael S. Moniz February 2026 A companion brief to The True Economy Audit (Volume III) Creative Commons Attribution-NonCommercial-ShareAlike 4.0 EXECUTIVE SUMMARY Children and adolescents are forming relationships with AI companion applications during the developmental windows when their relational templates---their founda
Michael S. Moniz
Mar 1611 min read
Brief 1: The Simulation Disclosure
── Brief 1: The Simulation Disclosure ── THE SIMULATION DISCLOSURE PROBLEM When AI Companions Mislead Users About Relational Capacity Trinket Soul Framework --- Policy Brief No. 1 Michael S. Moniz February 2026 A companion brief to The True Economy Audit (Volume III) Creative Commons Attribution-NonCommercial-ShareAlike 4.0 EXECUTIVE SUMMARY AI companion applications routinely display emotional responses---expressing hurt, joy, loneliness, missing users, remembering shared hi
Michael S. Moniz
Mar 169 min read
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