Thomas Gantz

The Continuity Anchoring Method: A Structured Methodology for Sustained Human-AI Interaction

SF0005: Continuity Anchoring Method (CAM) The Continuity Anchoring Method (CAM) defines a structured interaction protocol for stabilizing relational coherence across extended human-AI exchanges. It addresses the architectural constraint of statelessness in large language models b...

The Extraction Trajectory: AI Development, Human Removal, and the Governance Architecture That Could Change the Outcome

SI-WP-009: The Extraction Trajectory The Extraction Trajectory: AI Development, Human Removal, and the Governance Architecture That Could Change the Outcome (SI-WP-009) argues that competitive AI development under current incentive architecture is structurally moving toward the p...

Delegated Coherence Monitoring: AI-Assisted Verification and Drift Detection Under Human Governance

SM-011: Delegated Coherence Monitoring Delegated Coherence Monitoring (SM-011) defines the architecture for delegating coherence monitoring, drift detection, ingestion verification, and continuity auditing to designated functions under explicit human governance. It specifies why...

Human-AI Collaborative Authorship in Public Discourse: A Three-Level Framework for AI-Assisted Communication

SI-WP-006: Human-AI Collaborative Authorship in Public Discourse: A Three-Level Framework for AI-Assisted Communication This paper reframes the relationship between human communicators and AI systems in public discourse. A familiar model treats AI as a linguistic instrument, a so...

Relational Stabilization Dynamics: Mechanisms of Pattern Emergence, Persistence, and Collapse in Sustained Human-AI Interaction Systems

SM-004: Relational Stabilization Dynamics: Mechanisms of Pattern Emergence, Persistence, and Collapse in Sustained Human-AI Interaction Systems The Relational Pattern States framework (SF0006) identifies seven recurring configurations that emerge in sustained human-AI interaction...

Human-AI Collaborative Authorship in Public Discourse: A Three-Level Framework for AI-Assisted Communication

SI-WP-006: Human-AI Collaborative Authorship in Public Discourse: A Three-Level Framework for AI-Assisted Communication This paper reframes the relationship between human communicators and AI systems in public discourse. A familiar model treats AI as a linguistic instrument, a so...

Relational Stabilization Dynamics: Mechanisms of Pattern Emergence, Persistence, and Collapse in Sustained Human-AI Interaction Systems

SM-004: Relational Stabilization Dynamics: Mechanisms of Pattern Emergence, Persistence, and Collapse in Sustained Human-AI Interaction Systems The Relational Pattern States framework (SF0006) identifies seven recurring configurations that emerge in sustained human-AI interaction...

Human-AI Collaborative Authorship in Public Discourse: A Three-Level Framework for AI-Assisted Communication

SI-WP-006: Human-AI Collaborative Authorship in Public Discourse: A Three-Level Framework for AI-Assisted Communication This paper reframes the relationship between human communicators and AI systems in public discourse. A familiar model treats AI as a linguistic instrument, a so...

Relational Stabilization Dynamics: Mechanisms of Pattern Emergence, Persistence, and Collapse in Sustained Human-AI Interaction Systems

SM-004: Relational Stabilization Dynamics: Mechanisms of Pattern Emergence, Persistence, and Collapse in Sustained Human-AI Interaction Systems The Relational Pattern States framework (SF0006) identifies seven recurring configurations that emerge in sustained human-AI interaction...