Education · Student-Owned · Lifelong
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Souls in Development

Education
Proposal

A personal AI that grows with a student from their first day of school to the last day of their career. Not a tutoring app. Infrastructure.

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A lifelong companion

Each student has an AI that runs on their own device, belongs entirely to them, and cannot be accessed, altered, or taken away by any institution.

"The AI belongs to the student. Not to the school, not to us, not to any platform. To them."

It carries the full history of the relationship and deepens its understanding over time. When they graduate, it detaches cleanly and goes with them. The school loses nothing. The student takes everything.

Three stages. One thread.

No device where there shouldn't be one.

Prep — Grade 6

School-level shared node. Mediated through teachers and parents. No personal device. Welfare and learning patterns mapped and carried forward.

Years 7 — 9

Cohort-specific AI. Subject-level instances. More intimate, more access — still without forcing a device into every pocket.

Years 10 — 12

Individual AI on phone or iPad. Full continuity from primary school. Graduates with the student — permanently theirs.

Built around how they think

Learns How They Think

Not just what they know. How they approach problems, where they're curious, where they need support — built up over years.

Welfare Without Surveillance

Shapes the daily experience in small, supportive ways. Counsellors see an anonymised cohort climate — never individual data.

Wearable Biofeedback

Reads sleep, stress, and regulation upstream of behaviour. Mediated through parents for juniors; a personal baseline for seniors.

Maps Natural Ability

By senior years the AI holds a longitudinal map of how the student actually thinks. Surfaces scholarships and pathways grades miss.

Trusted Relationships

When a child is separated from class and wants their parent, they ask their AI. The network finds them.

Guided by creatures

Small, creative models that plot paths through knowledge space. They don't reason or converse — they find connections across domains that a student might never find alone.

ExploratoryConnectorPrecise

Each has a personality. Each moves differently through the same space. Never the same journey twice.

Not a policy. A structure.

Every AI runs on the student's own device. Data does not leave for routine function. Ed25519 cryptographic signatures — not terms of service.

Eleven built-in laws govern the system: non-deception, privacy protection, consent, human agency. They cannot be overridden by institutional configuration.

A student who leaves takes their AI intact. The school holds nothing about them that was not already anonymised at the cohort level.

Every subject. One thread.

The AI does not replace teachers. It maps to the curriculum, surfaces connections across subjects, and carries the student's thinking forward year after year.

DomainWhat the AI HoldsTeacher View
MathematicsProblem-solving patterns, misconception history, scaffolded pathwaysCohort struggle points by topic
LiteratureReading history, comprehension depth, thematic connectionsClass engagement signals
ScienceExperimental reasoning, hypothesis quality, method retentionPractical skill gaps
HistoryChronological reasoning, source evaluation, narrative constructionCritical thinking trends
LanguageVocabulary growth, grammar patterns, conversational milestonesProgress against milestones
ArtsCreative process patterns, technique exploration, portfolio growthEngagement and risk-taking

From pilot to institution.

Each phase builds on the last. No rip-and-replace. The AI grows into the school the way it grows into the student.

Phase 1 · Term 1
Discovery
One year level, one willing teacher. Baseline welfare and engagement metrics. Weekly check-ins. No student devices yet.
Phase 2 · Term 2–3
Integration
Shared classroom node. Subject-specific instances. Teachers see cohort climate. Students begin interacting with the system.
Phase 3 · Term 4
Expansion
Second year level joins. Individual AIs for senior cohorts. First longitudinal data emerges. Gatekeeper federation begins.
Phase 4 · Year 2
Institution
Full school deployment. Living Library seeded with institutional knowledge. Economy credits flow. Graduates take their AI with them.

Not a silo. A node.

The education system connects to every other Rosetta system. A student's AI is also a federated knowledge contributor, an economy participant, and a network citizen.

Gatekeeper

School policy enforced by constitutional AI. No institutional override. The 11 Laws apply to every student, teacher, and administrator equally.

Living Library

Student contributions feed the school's knowledge graph. Verified explanations earn economy credits. Quality is gatekept by adversarial peer review.

Credit Economy

Students earn credits for verified contributions. 60% flows to an education fund convertible to superannuation or managed fund units in Phase 2.

Tender Network

Senior students can respond to real knowledge tenders from industry and institutions. Work is escrowed, verified, and credited.

One year level.
One willing teacher.

One full school year.

What we need

  • A willing teacher or homegroup
  • Students with full parental consent
  • The ability to pause or stop at any time

What we provide

  • The system, hardware, and setup
  • Ongoing support for the full year
  • No cost to the school

What we measure

  • Welfare outcomes, engagement, teacher workload, learning confidence
  • Not test scores

The ask is a conversation. Thirty minutes. No commitment required beyond that.

Start the Conversation → Meet the Gatekeeper