Jooyeol Kim
Independent research on AI, institutions, and systems of responsibility.
I examine how digital systems shape visibility, pressure, accountability, and repair.
Problems first. Frameworks when useful.
The work can begin with a current event, an institutional failure, an existing framework, or a venue-specific question. The starting point does not determine the final form.
Start with a live problem.
A policy change, company decision, research claim, or public controversy is examined for the structure that ordinary coverage leaves unnamed.
Start with a reusable lens.
A framework or audit architecture is tested across cases, revised at its boundaries, and translated into a public note or diagnostic output.
Start with an external question.
A call for papers, editorial interest, or collaboration request becomes a scoped problem that can draw on the wider research system without exposing the whole engine.
Read by output, not by internal filing system.
The public site separates concepts, live analysis, diagnostic work, and finished essays while keeping the links between them visible.
Ideas & Frameworks
Public notes on reusable concepts, models, and analytical architectures.
Current problemsIssues & Analysis
Issue-first readings of policy, platforms, labour, institutions, and AI.
Applied workDiagnostic Work
Samples, audit structures, protocols, and decision-ready review formats.
Finished outputsEssays & Papers
Longer public arguments, papers, and venue-shaped work.
A compact proof surface.
Three routes show the current range: a diagnostic sample, a public essay, and the externally verifiable record.
AI Deployment Risk Clarity Review
A public review format for identifying verification, escalation, rollback, accountability, and user or frontline burden gaps before wider AI deployment.
Open the sample →The Landlord at the End of the AI Boom
An analysis of spatial gate rent and how AI-sector value becomes collectible through ownership of urban access.
Read the essay →Public Record
Accepted work, presentation status, public identifiers, source-linked records, and conversion limits.
Verify the record →Readable claims. Visible boundaries. Verifiable records.
This site is a public portfolio and workbench, not a complete archive. Stable outputs are separated from tracking notes, and accepted work is described according to its actual conversion status.