About

I am Jooyeol Kim, an independent researcher and analytical writer based in South Korea.

My work examines how AI systems, platforms, labour arrangements, and public institutions shape:

• choice and the candidate sets that precede it;
• visibility and access;
• pressure and burden transfer;
• responsibility and accountability;
• appeal, correction, rollback, and repair.

I work across several public forms rather than treating every idea as the same kind of output. A live issue may become a short analysis. A recurring pattern may become a framework note. A vague operational concern may become a diagnostic map or review protocol. A conference or editorial question may become a paper or essay.

What this site is

This site is a public research portfolio and workbench. It contains selected:

• analytical notes;
• public framework pages;
• diagnostic samples and protocols;
• essays and papers;
• dated tracking records;
• externally verifiable conference and participation records.

It is not a complete archive of private drafts, internal engines, correspondence, or every abandoned line of inquiry.

Working principle

Problems first. Frameworks when useful.

The work can begin from a current event, a research claim, an institutional failure, an existing analytical architecture, or an external venue. The origin of a piece and its final public form are recorded separately.

Routes

• Selected Work — the fastest overview.
• Public Record — accepted work, actual status, identifiers, and record PDFs.
• Ideas & Frameworks — reusable public concepts.
• Issues & Analysis — problem-first public analysis.
• Diagnostic Work — samples, audits, and protocols.
• Work With Me — scoped work and collaboration.