Methodology
AVAULT is one human's judgment, produced in a studio that uses AI as an instrument.This page is the publication's operating constitution. It is a standing commitment, not a disclaimer.
The operating constitution
- Research is mandatory for every column. Sources are cited. A column that merely restates its source article is a failed column.
- The strongest objection to the verdict is engaged in every column, at its strongest form, and answered honestly. What must be conceded is conceded.
- Criticism targets structures, institutions, and actions. It never targets the character of private individuals. This rule has no exceptions.
- AI assistance is disclosed. AVAULT uses Claude Fable 5 (Anthropic) as a research and drafting instrument. Story selection standards, editorial judgment, every edit, and every decision to publish belong to Wonwoo Yoon, who reviews and owns every published word.
- Corrections and re-examinations are published openly in The Reopening: a weekly revisiting of past verdicts against how events actually unfolded.
- No undisclosed automation anywhere AVAULT appears. The publication does not post to comment sections, does not run bot accounts, and does not automate anything that conceals its nature.
How a column is made
Each day, candidate stories from authoritative outlets are collected and ranked. The author selects three. For each, the studio performs a close reading of the source, independent research beyond it, and a decomposition of the issue into layers that deserve different moral evaluations. The column takes one position and proposes a concrete intervention with an identifiable implementing agent.
Drafts pass an automated quality gate that checks, among other things: that research added at least one fact absent from the source; that the strongest objection was engaged; that no unverified factual assertion about any person appears; and that no private individual's character is attacked. Every gate-passed draft then enters the author's review queue, where he edits, approves, or kills it. Approval is given explicitly, or by a standing editorial rule after a fixed review window passes with no objection. Either way, the standards are his and the responsibility is his.