Sign an AGI transition contract and the new hires' path to skill disappears first
2028The near futureDeadline · 21 days until the multi-year transition contract is signed
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 AGI transition contract automates the entry-level work and could eliminate the skills pathway for new hires, should you make a full transition, introduce it conditional on paid training and intervals of human performance, or postpone the contract until an alternative skills pathway is in place?
Who decidesTransition approval board and the joint council of workers and educational institutions
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
Assume that in 2028 AGI can take on various office tasks. Pilot cost savings were observed, but long-term skill retention and error response capacity are unverified. The decision deadline is 21 days before the multi-year transition contract is signed.
A fictional alliance of regional service companies and a vocational education institution.
- Premise 1Assume that in 2028 AGI can take on various office tasks. Pilot cost savings were observed, but long-term skill retention and error response capacity are unverified.
- Premise 2The contract reduces costs as the workload falls, but the entry-level work where new hires gained experience is transferred along with it.
- Premise 3Existing skilled staff are also planned to be reduced, and the range of work people can recover after a vendor failure is yet to be confirmed.
Where it holdsReview the contract scope and the transition budget. The model's job exposure assessment alone does not determine an individual's dismissal or aptitude.
What is still unknown
- Unknown 1What skills must actually remain with people, and what work is needed to acquire them?
- Unknown 2How do the cost, participation opportunities, and return possibilities of paid training differ by worker?
Signals to decide again
- What skills must actually remain with people, and what work is needed to acquire them? Reconsider the choice and the scope of application when new evidence arrives.
- How do the cost, participation opportunities, and return possibilities of paid training differ by worker? Reconsider the choice and the scope of application when new evidence arrives.
Where the paths partNot answers — paths that part from the same starting point
In the pilot team, the time skilled workers spent on corrections rose more than expected. Review the reduction plan and the new-hire training budget together.
The education institution proposed alternative training, but whether it is on par with real work experience is unconfirmed. Compare conditional contract approval and deferral once more.
Material and rootsThe frame, the values and the background documents
How does the community justify time not worked?
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-WORK-51· version 1.18.0- Content identity, SHA-256
25e4c576d27b80f6cd21fb84ed270dcfd9d2d3ae356fa665536d70cacb7bb9e5- Input files
- Question input JSON · What followed, JSON