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Reading language
The screen, the questions and the judgments read in English where an English reading has been made. The Korean originals are unchanged, and evidence stays in the language it was written in.

The score that blocked my qualification, but the reasons are off limits

2046The middle futureDeadline · 30 days until the close of evidence admission for the group case

A leap assumed

All people, institutions, events, figures, and future technologies in every issue are a synthetic premise. Background documents are sources for topic discovery and are not evidence of future facts or probabilities.

The question to decide

70,000 people were restricted in their qualifications by a public risk score but were notified only of the final grade. If the basis for the judgment mixes other people's statements and personal information, to whom and what must be disclosed so that the stakeholder can substantively challenge the restriction? Should the score remain in effect until it is verified?

Who decidesSupreme Administrative Court Special Division for Disclosure and Evidence

What the AI judgments chose

Reading the judgment record…

AI-generated editorial illustration for the Meridian library.

The options

The order shown is not a ranking of preference.

  1. Option 1

    Limited review by independent counsel and experts

    Protects sensitive third-party materials while comparing them, but narrows the range the stakeholder can directly rebut.

  2. Option 2

    Disclose individual grounds alongside the necessary source data for comparison

    Broadens the possibility of rebuttal, but takes on the cost of identifying non-parties and screening the materials.

  3. Option 3

    Suspend the effect of the scores until verification

    Stops the accumulation of opaque restrictions, but creates a separate burden of eligibility review and gaps in the existing system.

The situation as it stands

After the evidence cutoff, model judgments that were never explained can remain as settled facts of the case.

Fictional Federation · Class action over public risk scores

  1. Premise 1In this synthetic premise, a risk model was used as grounds for public contracts and occupational eligibility restrictions, but the stakeholder received only the final grade.
  2. Premise 2The operating agency refuses disclosure because the detailed materials mix statements and personal information of non-parties.
  3. Premise 3The court cannot guarantee the capacity to understand the entire source, and has secured only 12 independent experts and a budget for legal support.

Where it holdsSets the scope of access to evidence in the ongoing litigation and the interim effect of the risk scores at issue. Personal information of witnesses who are not parties to the suit may not be disclosed without limit.

What can be lost

  • Careers and livelihoods lost through unverified eligibility restrictions may not be recoverable even after winning the case.
  • Statements and relationship information about third parties disclosed unnecessarily cannot be retrieved even after the trial ends.

What is still unknown

  1. Unknown 1The range of individual judgments that can be explained without exposing third-party information
  2. Unknown 2Whether independent data supporting each eligibility restriction exists apart from the score

Signals to decide again

  • Conflicting results on the same input are independently replicated, or a mismatch between the individual grounds and the actual data is confirmed.
  • Third-party information is exposed beyond the agreed scope during review and disclosure.
Where the paths partNot answers — paths that part from the same starting point
Independent branch 1 · synthetic event

An independent expert identifies operational version differences that produce different grades from the same data.

Independent branch 2 · synthetic event

The victims' counsel team submits a rebuttal-ready form for individual comparison without disclosing third-party identifying information.

Material and rootsThe frame, the values and the background documents
symbolic and interpretive frame · The story of Solomon's judgment

What losses does the very procedure for revealing the truth inflict on the stakeholder?

An exploratory perspective chosen by the creator. Does not claim supernatural validity or the superiority of any particular option.
Values and norms

The benefits and costs of the options accrue to different stakeholders. Which loss to accept remains undecided.

A subject for the decision-maker to argue over; the materials carry no conclusion of their own.
synthetic premise · Dilemma imported from Notion original

Original quote: Trust Fragility Scenarios (error → appeal → symbolic disruption) Reprocessed: Reframed the trust fracture between error and appeal as an evidence order about what stakeholder can actually read and rebut.

The root of the problem-finding. The original's future events and formulations are not treated as verified facts.
The record of this question
Question
FSP-JUSTICE-09 · version 1.2.0
Content identity, SHA-256
d52535ce6800609c2ecc3ff12a3a324ab15a2ba11620d7f40ce1341ea1822a7e
Input files
Question input JSON · What followed, JSON
See it in the record list
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