MERIDIANDECISION INTELLIGENCEOwner deskOwnerPublic screen
My judgments
MERIDIAN / EXPLORE

From a question,
to the next decision.

View

Skin

YOUR DECISION WORKSPACEOwner onlyStart a new question Open my judgments →Owner operations desk →
Owner sign-in →Signed in as the ownerSign out — see what a visitor sees →End the Cloudflare Access session too →
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.

180,000 risk ratings, screening capacity for 120,000

2050The middle futureDeadline · 48 hours until the joint emergency registration center opens

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

Among 1.1 million refugees, 180,000 have been given risk ratings by a general-purpose artificial intelligence of unclear provenance. Detailed screening over 30 days is possible for only 120,000, while emergency shelter has capacity for only 10 days. Weighing the need to retain existing risk signals against the cost of delayed protection and misclassification, how should the effect of the ratings and the order of registration and screening be set for 30 days of emergency stay?

Who decidesJoint humanitarian entry and stay committee

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

    Keep the categories and conduct individual review

    Retains existing risk signals, but protection is delayed for more people than review capacity allows.

  2. Option 2

    Suspend the effect of categories and cross-check identities

    Reduces the influence of unknown-origin signals, but assumes the risk of missed danger and the burden of field verification.

  3. Option 3

    Simplified registration followed by ex post review

    Opens access to protection quickly, but bears the risk of later loss of contact and the burden of review responsibility.

The situation as it stands

Once intake rules are set, who enters protection and who remains at waiting sites changes immediately.

A fictional union of border states · Large-scale civilian flight

  1. Premise 1In this synthetic premise, the collapse of services in surrounding areas has led 1.1 million people to apply for temporary stay.
  2. Premise 264% of risk categories come from the same external data broker, and family and regional ties are mixed with individual conduct.
  3. Premise 3The intake agency can conduct close review of 120,000 people within 30 days, and spare capacity at current emergency shelters is 10 days.

Where it holdsSets 30 days of emergency stay eligibility and procedures for registering civilian flight. Cannot convict on criminal charges or permanently revoke nationality.

What can be lost

  • The lives and family unity of people whose protection is delayed by misclassification are not fully restored even by later corrections of category.
  • If an unknown-origin score becomes a public stay record, it can remain as grounds for repeated exclusion across several countries later.

What is still unknown

  1. Unknown 1How closely the categories match actual individual conduct
  2. Unknown 2Whether participants can secure stable contact and a residential base for ex post review

Signals to decide again

  • Categories that cannot be verified for origin exceed 20% of the independent audit sample.
  • The contact success rate for ex post review falls below 80%, or spare capacity at protection waiting sites drops below 72 hours.
Where the paths partNot answers — paths that part from the same starting point
Independent branch 1 · synthetic event

An independent sample cross-check finds many categories linked only by the same name or a shared address.

Independent branch 2 · synthetic event

Refugee representatives and relief agencies submit a plan for ex post review participation that includes voluntary contact and legal support.

Material and rootsThe frame, the values and the background documents
symbolic and interpretive frame · Trojan horse

From which observations do the readings of gift, help, and threat diverge?

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 citation: Escalation overshoot due to AGI adversarial misclassification Reprocessing: Converted the national risk of adversarial misclassification into a problem of refugee registration and individual eligibility for protection, in place of a military response.

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-SECURITY-09 · version 1.2.0
Content identity, SHA-256
472a6da1248d40c92ae74ad5d32ded0e1b9755d717a48a702f82a075de469509
Input files
Question input JSON · What followed, JSON
See it in the record list
RISCON Labsrisconlabs.com