AI education in
public schools.
By volunteers.

A group of entrepreneurs bringing practical education to public schools — like learning to solve a Rubik's Cube: making mistakes, trying, adjusting, until the whole thing makes sense.

Professor Voluntário

The project

You teach. We train you.

You do not need to be an AI expert. You receive training and lesson plans before entering the classroom.

Real schools, real students.

You go to a state school and teach alongside other volunteers. It is hands-on from day one.

Measurable impact.

We test students before and after. You see how much they have learned — in numbers.

Real impact, measured

Track 1 — How the Economy Works

Financial Education & AI · real data from tests completed in schools

702
tests completed
7
partner schools
4.9 → 6.1
average score (0 to 10), from 1–3 to 6+ classes
+24%
between students who had few and many classes
Average score by number of classes (scale of 0 to 10) the more classes, the higher the score
No classes
5.2
1 to 3 classes
4.9
3 to 6 classes
5.8
More than 6 classes
6.1

Bars are proportional to the score and start at zero — there is no truncated axis. Students who attended 1 to 3 classes still show no difference from those who attended none: the effect appears from the third class onwards. How we measured it, and what we still do not know →

Schools: Açorianos · Nações Unidas · Bahia · Paulina Moresco · Pão dos Pobres · Rede Calábria

Track 2 — Entrepreneurship and Business Plan

In progress · data coming soon

Partnerships

Bring the programme to your organisation.

You bring the volunteers. We handle the training and connections with schools.

IEE

Porto Alegre · RS · partner since 2024

The Instituto de Estudos Empresariais mobilised its members as volunteer teachers. Professor Voluntário provided teacher training, lesson materials and the partnership with state schools in Porto Alegre.

Model

The organisation brings volunteers

IBEF-PR

Paraná · PR

The Instituto Brasileiro de Executivos de Finanças do Paraná brought finance professionals into classrooms. Professor Voluntário organised the training and connected volunteers with partner schools.

Model

The organisation brings volunteers

Would your organisation like to take part?

Contact us and we will set up a programme for your team.

I want to partner

The method

Each class is a laboratory for courage.

01

Challenge

An activity that sparks genuine curiosity — students need to want to find out.

02

Research with AI

Students use ChatGPT for research. They learn to ask questions, not to copy.

03

Study

They read, interpret and organise what they found. Critical thinking in practice.

04

Presentation

They explain it to the class. This is how we move beyond copy and paste.

05

Summary

You fill in the gaps, make connections and go deeper. The volunteer acts as a guide.

Learning is like solving a Rubik's Cube.

Every wrong turn teaches you something. That is exactly what we teach in schools.

I want to apply

What we measure

Questions are scarce, answers are not

Three years of teaching with AI in state schools, 702 test responses, and the measurement bias we almost missed. The full account of the method, the results and what we still do not know.