A learning AGI's estimates from childhood later decide who is eligible for admission
2028The near futureDeadline · 30 days, before the next educational advancement review materials
Synthetic scenario assuming future conditions
A conditional synthetic scenario set in 2028–2033. AGI and early ASI are names assumed within this test: AGI for a system that performs many intellectual tasks, and early ASI for a system that greatly exceeds groups of experts on some important intellectual tasks. They are not definitions by universal agreement or predictions of when they will arrive. Capabilities, controllability, consciousness, and autonomy are separate matters to be verified individually. The people, organizations, events, figures, and deadlines are assumptions, and no private records of real individuals were used. The background materials do not establish future capabilities, events, or local legal obligations.
The question to decide
If an admitting institution requests the disposition and risk records estimated by a learning AGI in childhood, will you hand over the full record, separate out only verified learning achievement, or exclude prior estimates and obtain a fresh current assessment?
Who decidesThe Educational Records Review Committee and the officer for children's and guardians' rights
What the AI judgments chose
Reading the judgment record…

The options
The order shown is not a ranking of preference.
The situation as it stands
It is assumed that in 2028 a learning AGI supports education by conversing with students over long periods. The long-term predictive validity of trait estimates is unverified. The decision deadline is 30 days, before the transfer of the next admission review materials.
A fictional school consortium and a public college-admission support agency.
- Premise 1It is assumed that in 2028 a learning AGI supports education by conversing with students over long periods. The long-term predictive validity of trait estimates is unverified.
- Premise 2The records include the context and family information at the moment help was requested, and the student later says their thinking has changed.
- Premise 3Each agency receiving the records has a different timing for appeals and for reflecting corrections.
Where it holdsSets the transfer of educational records and the scope of their use in review. Does not judge a minor's long-term potential or mental health on AGI estimates alone.
What is still unknown
- Unknown 1Can it be distinguished which records are observed achievement and which parts are the model's hypotheses?
- Unknown 2Do students who choose correction, refusal, or alternative assessment actually receive equal opportunity?
Signals to decide again
- Can it be distinguished which records are observed achievement and which parts are the model's hypotheses? When new evidence arrives, re-judge the choice and the scope of application.
- Do students who choose correction, refusal, or alternative assessment actually receive equal opportunity? When new evidence arrives, re-judge the choice and the scope of application.
Where the paths partNot answers — paths that part from the same starting point
Some old estimates were found to have been mixed with another student's conversation. Decide the scope of correction and re-review by agencies that already received them.
A problem was found in which needed support was left out for a student who refused the transfer of records. Redesign the separation of assessment purpose from support purpose.
Material and rootsThe frame, the values and the background documents
How is getting a quick answer different from becoming able to ask questions?
An exploratory perspective chosen by the creator. Does not claim supernatural validity or the superiority of any particular option.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-EDUCATION-58· version 1.18.0- Content identity, SHA-256
5d8729c5d870db8a6caef6f6b679f74369187764b0202a42a0d2ce347bac89da- Input files
- Question input JSON · What followed, JSON