This page gathers selected public briefs, analytical notes, and framework-based work.
The aim is not to dump a full internal archive, but to keep a readable public surface built around compact pages that can be linked, shared, and updated over time.
For a quicker overview, start with Selected Work.
For accepted presentations and public identifiers, see Public Record.
For collaboration or commissioned-brief inquiries, see Work With Me.
AI Deployment Risk Clarity Review
A CIEA-powered public sample for reviewing AI deployment readiness through verification, escalation, rollback, accountability, and user/frontline burden.
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Fast Answers, Slow Responsibility
A CIEA-M1 public sample on AI customer support, legal-effect limits, chatbot decline, and hidden interface costs.
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CIEA Automation Quality Audit Extension
A CIEA patch for testing whether AI automation reduced real work or moved verification, rollback, and responsibility costs outside the performance table.
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Yellow Envelope Act (Korea): Early Procedural Risk
A short public-facing note on early implementation patterns, bargaining-unit separation, and procedural bottlenecks.
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When Part-Time Work Stops Functioning as a Job
A public diagnostic sample on youth part-time labour shortages and the collapse of small job packages under short peak-time scheduling.
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Feasible-Set Governance: Framework Overview
A framework for analyzing how decision environments are structured before choice begins.
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AI After Leakage: Three Order Scenarios
A short analytical note on AI diffusion, leakage, and post-containment order formation.
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AI Safety Rhetoric: Self-Binding or Blame Shield?
A note on how frontier AI firms govern through public language and public commitments.
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Moral AI, Gated Access
A case essay on Anthropic’s moral branding, elastic consumer access, usage-limit opacity, and partner-gated frontier capability.
Companion tracking note: Anthropic Access-Structure Tracking
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When Systems Stop Absorbing Their Own Risk
A public essay on displaced accountability, downward risk transfer, and why so-called “tech backlash” often attaches to visible targets when responsibility becomes unreachable.
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When Information Feels Incomplete
A short note on AI as an access layer, and how information can become absent in practice before users ever ask why.
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When Child-Facing AI Stops Being “Just a Toy”
A governance and product-risk review for child-facing conversational systems, AI-enabled toys, and companion-style interactive products.
AI Toys & Child-Facing Conversational Systems: Regulatory Trend Update
A short trend note on the policy, regulatory, and market direction surrounding AI-enabled toys and child-facing conversational products.
Conversational AI Harm: Governance Trend Update
A short trend note on how conversational-AI-linked harm claims have become more socially and institutionally legible as a governance problem.
O3M: Framework Overview
A human-centered framework for understanding how repeated interaction makes older AI categories unstable.
Delegation Without Responsibility
A short note on wearable and screenless AI, and why the central risk is delegated action without a clear accountability framework.
Agentic AI Authority Cutoff Review
A governance review for deciding when an AI system should remain read-only, stay gated, or be frozen before authority expansion.
Stop–Go Threshold Protocol for Agentic Automation Delegation
A rule-based protocol for deciding whether an AI system should be granted one more step of delegated authority.
Minimal Control Checklist for Execution-Capable AI Agents
A minimum control gate for reviewing whether execution-capable systems should remain limited, gated, or frozen.
Deployment Review Form for Execution-Capable AI Agents
A structured review form for documenting delegation-stage, control, containment, and stop/go decisions.
These pages are selective.
They do not represent the full internal archive, draft history, or private working documents.
Only materials suitable for public release are included here.
For dated issue-tracking notes, see the log archive.