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GEA

Proposal · A neutral initiative

AI is rewriting how children learn. No one decided who governs it.

170 million students in Europe sit inside an infrastructure that no public body chose. The systems that mediate their learning belong to a handful of platforms. There is a public alternative. It exists on paper. It needs a trustee.

Two paths. One choice.

01

Cognitive lock-in

Each generation of learners is pinned to whichever provider arrived first. The model is the curriculum. The interface is the school. The data is the asset. The learner is the product. When the company is bought, the standard is discontinued and the record is gone.

02

Trustee infrastructure

Public layers, sovereign learner profiles, models held in common. Providers compete on quality of teaching, not on lock-in. Children outgrow the platform that started them. Adults can come back. The state can audit because an interface exists, not because a contract demands it.

170 million students. No one decided.

Three lives. One missing infrastructure.

01 / 03

Rural Rwanda

12

She has a network connection and an inherited phone. Her tutor is a model trained somewhere she cannot name, by a company that will not answer her teacher's mail. The tutor is good. It will outlast her village's school. It will also be turned off the year a license expires.

02 / 03

Thessaloniki

40

He is retraining for the third time. The certificate from the last platform is no longer recognised — the company was bought; its assessment standard was discontinued. The skills are real. The record is gone.

03 / 03

São Paulo

15

She is excellent at one thing the system does not measure. The tutor cannot see it. Neither can the gradebook. The platform was built for an average it does not believe in but cannot escape.

One path produces citizens who own their learning. The other produces users who rent it.

The sovereignty chain

Europe has built sovereignty in three layers — chip, data, digital. The fourth, cognitive, is missing. Without it, the other three protect a perimeter inside which no one decides what learners learn.

The sovereignty chainEurope has built sovereignty in three layers — chip, data, digital. The fourth, cognitive, is missing. Without it, the other three protect a perimeter inside which no one decides what learners learn.ChipBUILTDataBUILTDigitalBUILTCognitivePROPOSED
Three layers of sovereignty exist. The fourth is the gap.

What we ask

Read the architecture. Read the moonshot. Disagree in writing. The proposal is on Zenodo, under CC BY 4.0. The trustee is a question, not yet an institution. Help decide whether the question is worth answering.

Read the papers