I am an independent researcher and analytical writer working on governance, platform systems, labour, and AI.
My public work focuses on short analytical briefs, framework-based diagnostics, and readable notes that translate structural problems into compact, linkable formats.
Selected work has been accepted across 2026 venues in HCI/AI-HCI, sociology of work and employment, STS, labour and industrial relations, digital government, and critical thought. For accepted presentations and public identifiers, see Public Record.
For commissioned diagnostic memos, policy framing briefs, research collaboration, or scoped analytical reviews, contact: contact@jooyeolkim.com.
AI deployment risk clarity reviews
Short diagnostic reviews that identify verification, escalation, rollback, accountability, and user/frontline burden gaps before AI systems are expanded.
Policy and governance briefs
Short public-facing or client-facing notes on institutional design, implementation bottlenecks, and procedural risk.
Framework-based diagnostic writing
Analytical notes that use original frameworks to clarify recurring structural problems across cases.
AI and platform governance analysis
Work on AI rhetoric, responsibility structures, candidate-set power, and post-diffusion order.
Research framing and concept development
Help with sharpening a concept, finding the actual bottleneck, and turning an idea into a clearer analytical structure.
Public analytical pages
Compact writing designed to be readable by journalists, policy staff, civic organizations, and research teams without requiring full academic apparatus.
My work is most useful for:
Depending on the case, I can help produce:
AI Deployment Risk Clarity Review
A CIEA-powered public sample for reviewing AI deployment readiness through verification, escalation, rollback, accountability, and user/frontline burden.
When Part-Time Work Stops Functioning as a Job
A policy diagnostic sample on youth part-time labour shortages, job-package viability, short peak-time shifts, schedule instability, and hidden transition burdens.
Yellow Envelope Act (Korea): Early Procedural Risk
A short policy brief on early implementation bottlenecks, user-status friction, and procedural risk.
AI After Leakage: Three Order Scenarios
A public analytical note on post-diffusion order after frontier-model leakage.
AI Safety Rhetoric: Self-Binding or Blame Shield?
A governance-oriented note on whether safety language descends into real operational constraints.
Agentic AI Authority Cutoff Review
A governance review on when execution-capable AI systems should remain read-only, stay gated, or be frozen before authority expansion.
Feasible-Set Governance: Framework Overview
A framework page on how candidate sets are structured before choice begins.
When Child-Facing AI Stops Being “Just a Toy”
A governance and product-risk review for child-facing conversational systems and companion-style interactive products.
For commissioned briefs, research collaboration, media inquiries, invited conversations, or scoped analytical work:
contact@jooyeolkim.com
For formal academic or conference correspondence:
jooyeol@jooyeolkim.com
You can also start with the Selected Work page for a quicker overview.
This work is built outside the formal academic pipeline, without institutional funding or a lab structure. Small support helps sustain research time, public documentation, conference participation, and basic infrastructure.