The Interaction Boundary as a Governance Substrate: A Three-Surface Diagnostic Model for the Eliza Effect
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| Format: | Recurso digital |
| Language: | English |
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2026
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| _version_ | 1866901071195013120 |
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| author | Truong, Narnaiezzsshaa |
| author_facet | Truong, Narnaiezzsshaa |
| contents | <p>As AI systems acquire intuitive responsiveness, the Eliza Effect transitions from a peripheral psychological artifact to the primary substrate where governance must occur. This paper introduces a three-surface diagnostic architecture—projection patterns, system affordance patterns, and interaction-space conditions—that formalizes the Eliza Effect as a relational-architectural phenomenon. This structure parallels Emotional Indicators of Compromise (EIOC) and establishes a falsifiable causal chain: projection supplies the tendency, affordances supply the cues, and interaction conditions supply the accelerant. This model provides the first substrate-level governance framework for detecting and mitigating relational drift in intuitive AI systems.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_18867708 |
| institution | Zenodo |
| language | eng |
| publishDate | 2026 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | The Interaction Boundary as a Governance Substrate: A Three-Surface Diagnostic Model for the Eliza Effect Truong, Narnaiezzsshaa Eliza Effect, governance substrate, relational drift, diagnostic surface, interaction boundary, privilege envelope, boundary hygiene, EIOC, AI governance, anthropomorphism, interpretive authority <p>As AI systems acquire intuitive responsiveness, the Eliza Effect transitions from a peripheral psychological artifact to the primary substrate where governance must occur. This paper introduces a three-surface diagnostic architecture—projection patterns, system affordance patterns, and interaction-space conditions—that formalizes the Eliza Effect as a relational-architectural phenomenon. This structure parallels Emotional Indicators of Compromise (EIOC) and establishes a falsifiable causal chain: projection supplies the tendency, affordances supply the cues, and interaction conditions supply the accelerant. This model provides the first substrate-level governance framework for detecting and mitigating relational drift in intuitive AI systems.</p> |
| title | The Interaction Boundary as a Governance Substrate: A Three-Surface Diagnostic Model for the Eliza Effect |
| topic | Eliza Effect, governance substrate, relational drift, diagnostic surface, interaction boundary, privilege envelope, boundary hygiene, EIOC, AI governance, anthropomorphism, interpretive authority |
| url | https://doi.org/10.5281/zenodo.18867708 |