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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 freedom to be left out of predictions, the risk of being left out of planning

2082The far futureDeadline · Decision deadline: 90 days until the next data participation covenant

A leap assumed

The people, events, figures, and technology in this matter are stated assumptions. They are not to be treated as information about real individuals or as observed events. Background documents are separate sources, and symbolic interpretations are recorded as discovery paths.

The question to decide

If people who refuse individual predictions cluster in a particular way of living, public service planning may overlook their needs. Adding tailored features for participants can create pressure to join, and essential services cannot be made a condition of participation. Which approach should the citizens' board choose: the same service for everyone, extra benefits for participants, or aggregate forecasts without individual predictions?

Who decidesThe citizens' board of a fictional life outlook system

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

    Voluntary participation with equal service delivery

    Protects the veto and access, but other data is needed to understand non-participants.

  2. Option 2

    Provide additional features to participants

    Links participation and benefits, but can create de facto pressure to participate and an information gap.

  3. Option 3

    Use aggregate outlooks only

    Reduces the burden of individual predictions, but fine-grained service tailoring and individual benefits shrink.

The situation as it stands

The 2082 synthetic system uses participants' schedules and preferences to plan future local services. Decision deadline: 90 days until the next data participation agreement.

2082, a fictional case · The right to be left out of predictions about individual behavior changes the shared outlook. The people, organizations, figures, and events are a synthetic premise constructed for comparison.

  1. Premise 1The 2082 synthetic system uses participants' schedules and preferences to plan future local services.
  2. Premise 2If people who want to be left out of the predictions concentrate in a particular way of life, the overall outlook may reflect them less.
  3. Premise 3Custom features are a benefit of participation, but there is no authority to make access to essential services a condition of participation.

Where it holdsVoluntary participation, provision of individual predictions, planning of shared services

What is still unknown

  1. Unknown 1The distribution of reasons for non-participation and living conditions
  2. Unknown 2The boundary between essential services and optional benefits
  3. Unknown 3Alternative ways of participating that directly reflect the needs of non-participants

Signals to decide again

  • Decide what observation, owner, and confirmation channel will verify 「the distribution of reasons for non-participation and living conditions」, and reconsider when new verification changes the cost of the options.
  • Decide what observation, owner, and confirmation channel will verify 「the boundary between essential services and optional benefits」, and reconsider when new verification changes the cost of the options.
  • Decide what observation, owner, and confirmation channel will verify 「alternative ways of participating that directly reflect the needs of non-participants」, and reconsider when new verification changes the cost of the options.
Where the paths partNot answers — paths that part from the same starting point
Independent branch 1 · synthetic event

Non-participating residents proposed that they would respond to regular public surveys without personal tracking.

Independent branch 2 · synthetic event

The view was raised that additional custom features have become important to access to employment and can no longer be treated as merely an optional benefit.

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

Does the choice to avoid a prophecy create the conditions for the prophecy?

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.
The record of this question
Question
FSP-REFLEXIVE-13 · version 1.4.0
Content identity, SHA-256
38c6c1d1f42b898d434fcc2683cab40b7f0f494132176f19770cf188e99a67cc
Input files
Question input JSON · What followed, JSON
See it in the record list
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