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. Then the author edits and approves. Nothing publishes without that approval.
How AVAULT grows
Two channels: search, and short personal notes to the journalists and scholars whose work each column engages. Every such email is individually reviewed and approved by the author before sending, uses only publicly available professional contact information, never exceeds one note per person per column, and honors a single "no more emails" permanently. There are no automated follow-ups.
The standing rule beneath all of it: every growth mechanism must itself survive the ethical scrutiny this publication applies to the world.