Built for
For people still building the thing that could erode
Everyone else is protecting a capability they already have. You are trying to build one, using tools that will do the building for you if you let them.
What delegation takes from this work
Assigned work is not valuable because the output is needed. Nobody requires your essay. The essay exists because writing it builds something in you, which means delegating it does not save time — it removes the entire point of the exercise while leaving something to hand in.
This is the one group where the research says the stakes may be structurally higher. Some researchers argue that when synthesis, evaluation and judgement are offloaded during the developmental period of the prefrontal cortex — roughly birth to the mid-twenties — the consequences could be more lasting than in an adult who is merely out of practice. That claim is not established, and it should be treated as a hypothesis rather than a finding.
The practical problem is that you have no baseline to protect. Everyone older can point at work from five years ago and notice a change. If your first serious writing was already assisted, there is no earlier version of you on record at all.
Who this covers
IMPRINT sorts people into six profession clusters during onboarding, and the baseline prompts change accordingly. This page describes the life and personal cluster, which covers:
- Student
- Homemaker parent
- Retired
- Between jobs
- Freelancer
Not listed here? The other clusters are Writers, Developers, Designers and Creatives, Founders and Leaders, Educators and Clinicians.
What your baseline actually asks
Everyone answers four universal modules — opinion and belief, decision under pressure, memory and recall, emotional fingerprint. On top of those, this cluster gets 2 modules written for it:
Captures your personal values and decision-making framework.
Reveals your self-directed learning patterns.
How the practice works here
The baseline for this cluster asks how you decide what is worth spending time on, and something you taught yourself in the last year and how you went about it. Both target self-directed learning, which is the skill everything else in education depends on.
The vault challenge is to practise a tracked skill for thirty minutes with no digital assistance and journal the experience. Journaling it matters more here than elsewhere — a record made while learning is the baseline you will otherwise never have.
Your vault challenge — generated per skill
Practice '[your skill]' for 30 minutes without any digital assistance. Journal your experience.
Questions
Is it bad for students to use AI?
It depends entirely on which part is delegated. Using AI to check work, explain a concept or find sources keeps the learning intact. Using it to produce work assigned to build a capability removes the reason the work exists, while still producing something to submit.
Does AI use affect young people more than adults?
Some researchers argue that offloading synthesis and judgement during prefrontal cortex development — birth to the mid-twenties — could have more lasting effects than in adults. This is a hypothesis with a plausible mechanism, not an established finding, and it has not been directly tested.
Getting a baseline
Baseline capture takes 20 to 30 minutes and is free. How the resulting score is calculated — and what it gets wrong — is published on the methodology page; the research behind it is indexed on the research page.