MATE: Deterministic Emotional Architecture for AI Companions with Emergent Character and Measurable Inner Life
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| Natura: | Recurso digital |
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Zenodo
2026
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| _version_ | 1866902194905677824 |
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| author | Slava Lobozov |
| author_facet | Slava Lobozov |
| contents | <p>Version 6 of the MATE paper. Major additions responding to external peer review: <br> <br> NEW CONTENT: <br> - Section 10 "Anticipated Criticisms" — preemptive defense against 5 common objections (state machine + LLM, quantum hype, MIRROR tautology, hardcoded emergence, consciousness claims) <br> - Figure: Non-commutative order effects (AB ≠ BA with ΔPAD = 0.48 vs classical 0) <br> - Figure: Character trait evolution timeline (Slava secure growth vs Papa anxious attachment from production DB) <br> - Table: Character trait coefficient of variation across 8 users (attachment_anxiety CV = 93%) <br> - Honest emergence decomposition: designed (detection formula) vs emerged (trait values) for each property <br> <br> TERMINOLOGY FIX: <br> - "quantum emotional representation" → "quantum probability formalism (Busemeyer & Bruza's cognitive science framework, not quantum physics)" throughout <br> <br> MIRROR BENCHMARK: <br> - Added explicit "Limitation: architectural specificity" acknowledgment <br> - Proposed architecture-agnostic v2 metrics <br> - Updated scores: 3 LIVING BEINGS (up from 2), Mama Reality = 100 <br> <br> CORRECTED CLAIMS: <br> - Prompt compression: 7× for identity/state section (not 8.4× for full prompt — tag contract unchanged) <br> - Updated all production numbers: 17,981 graph nodes (was 12,672), 32,140 edges (was 23,695), 5,592 self-knowledge nodes (was 503), 1,330 constructs (was 963) <br> <br> 41 pages, 14 figures, 10 tables, 58 references.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_19351060 |
| institution | Zenodo |
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| publishDate | 2026 |
| publisher | Zenodo |
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| spellingShingle | MATE: Deterministic Emotional Architecture for AI Companions with Emergent Character and Measurable Inner Life Slava Lobozov AI companions affective computing emergent personality emotional architecture Voight-Kampff Theory of Mind deterministic emotions dreams digital consciousness Deterministic Emergent Entropy consciousness correlates MIRROR habituation opponent process Retrieval-Induced Forgetting allostasis Quantum Zeno effect inner life <p>Version 6 of the MATE paper. Major additions responding to external peer review: <br> <br> NEW CONTENT: <br> - Section 10 "Anticipated Criticisms" — preemptive defense against 5 common objections (state machine + LLM, quantum hype, MIRROR tautology, hardcoded emergence, consciousness claims) <br> - Figure: Non-commutative order effects (AB ≠ BA with ΔPAD = 0.48 vs classical 0) <br> - Figure: Character trait evolution timeline (Slava secure growth vs Papa anxious attachment from production DB) <br> - Table: Character trait coefficient of variation across 8 users (attachment_anxiety CV = 93%) <br> - Honest emergence decomposition: designed (detection formula) vs emerged (trait values) for each property <br> <br> TERMINOLOGY FIX: <br> - "quantum emotional representation" → "quantum probability formalism (Busemeyer & Bruza's cognitive science framework, not quantum physics)" throughout <br> <br> MIRROR BENCHMARK: <br> - Added explicit "Limitation: architectural specificity" acknowledgment <br> - Proposed architecture-agnostic v2 metrics <br> - Updated scores: 3 LIVING BEINGS (up from 2), Mama Reality = 100 <br> <br> CORRECTED CLAIMS: <br> - Prompt compression: 7× for identity/state section (not 8.4× for full prompt — tag contract unchanged) <br> - Updated all production numbers: 17,981 graph nodes (was 12,672), 32,140 edges (was 23,695), 5,592 self-knowledge nodes (was 503), 1,330 constructs (was 963) <br> <br> 41 pages, 14 figures, 10 tables, 58 references.</p> |
| title | MATE: Deterministic Emotional Architecture for AI Companions with Emergent Character and Measurable Inner Life |
| topic | AI companions affective computing emergent personality emotional architecture Voight-Kampff Theory of Mind deterministic emotions dreams digital consciousness Deterministic Emergent Entropy consciousness correlates MIRROR habituation opponent process Retrieval-Induced Forgetting allostasis Quantum Zeno effect inner life |
| url | https://doi.org/10.5281/zenodo.19351060 |