Accurate information • Critical thinking • Autonomy
Understand AI. Check the facts. Choose freely.
AI brings hopes, concerns and conflicting claims. Our team helps people find their bearings through clear explanations, verifiable facts and guides to explore at their own pace. Reduce unfounded fears, recognise real risks and stay in control of your choices.
Three ways to take an active role in AI
01 · Understand
Explore how AI systems work, what they can do and why they make mistakes.
Goal: explain their possibilities and limitations in your own words.
02 · Use
Try useful ways to learn, write, research or create, then check the results.
Goal: complete a task while protecting your data and exercising your own judgement.
03 · Question
Explore the effects of AI on work, education, information, rights and the environment.
Goal: develop an informed opinion and discuss collective choices.
A starting point for everyone
Three audiences, one shared ambition: understand AI, check information and make informed choices. We adapt examples, guidance and formats to each context.
Children, teenagers and adults
Every age brings different questions and a different pace. Guided discovery for children, practical guidance for teenagers and guides for adults and seniors help everyone recognise errors, protect information and choose suitable uses.
Nobody should feel left behind or forced to use AI. Accessible explanations can turn a concern into a clear question, then into understanding and a personal choice.
Schools and the education community
Schools, teachers, educators and parents: we offer guidance for discussing AI, supporting learning and agreeing shared rules. Activities connect concrete examples, source checking and reflection on the role of the tool.
Understanding means more than getting an answer. The aim is to preserve learners’ curiosity, effort and autonomy while helping adults support them with confidence.
Associations and institutions
Associations, libraries, local authorities and institutions: we help your teams and audiences understand AI uses and their implications. Guides, conversations and debates provide practical ways to inform, support and open discussion to everyone.
These organisations are trusted community links. Clear information can help reduce unequal access, address concerns and support decisions that consider the people affected.
Talks • Conversations • Debates
AI and society: topics for our talks
Talks to understand changes linked to AI, examine common claims and start an informed conversation. Invite us to your school, association, institution or event: each topic is adapted to your audience and its questions.
01 · Information & democracy
Distinguish facts from manipulated content
Understand the role of AI in the circulation of information, examine how disinformation works and develop ways to check before believing or sharing.
02 · Work & skills
Understand how occupations are changing
Explore tasks AI can assist, skills to develop and the role of human judgement. Examine striking claims against the evidence and discuss the choices organisations can make.
03 · Education & learning
Learn with AI and retain autonomy
Examine AI in learning, homework and educational support. Offer parents, teachers and young people guidance to preserve reflection, curiosity and understanding.
04 · Bias & discrimination
Question fairness in automated decisions
Understand how data and design choices affect results. Use concrete examples to identify people affected, examine criteria and discuss human oversight.
05 · Privacy & data
Choose what to share with AI
Make the role of data in AI tools understandable. Explore everyday situations and practical precautions to protect personal information, documents and people.
06 · Environment
Put uses and impacts into perspective
Explore the resources AI uses, expected benefits and the limits of comparisons. Discuss proportionate use and relevance without reducing the subject to a single number or slogan.
07 · Power & inclusion
Include everyone in digital choices
Examine access to tools, concentrated power and barriers faced by some groups. Discuss alternatives, participation and conditions for AI that serves everyone.
08 · Creativity & human relationships
Preserve creativity and human connection
Explore how AI changes creation, expression and interaction. Discuss authorship, trust and the limits of conversation with a machine.
Invite us to start the conversation
A topic can become a talk, a meeting with your audience or a facilitated debate. Tell us your preferred subject, audience, location and availability. We agree the angle, format, duration and conditions together, without predetermined dates.
Accurate information, a transparent method
Our mission is to support informed judgement. We do not seek to impose AI use or steer people towards a brand. A concern deserves a reasoned answer, not ridicule.
Verify
Find the original source, date and method, and identify what the evidence actually supports.
Add context
Separate facts, forecasts, opinions and value choices. Weigh disagreements by the quality of evidence; a rumour does not carry the same weight as a supported finding.
Correct
State limitations and correct identified errors. Send us a claim to examine, with its link and context.
Protect autonomy
Ask who benefits, who could be harmed and what alternatives exist. Dignity, fairness and protection of people guide our approach.
Conversations that build understanding
A question, an audience, a suitable format: parent discussions, talks, citizen debates or practical workshops. Training can help, but it is not a prerequisite. Our team starts with your questions; sessions are arranged on request, without a fixed calendar.
Talk & discussion
Open a conversation with a group.
Understand major changes brought by AI, explore concrete examples and discuss questions with the audience.
Hands-on workshop
Learn by doing.
Start with a simple task, write a request, compare answers and check before reusing them.
Citizen discussion
Make room for questions about society.
Examine a concrete situation, identify those affected, compare arguments and suggest ground rules.
We plan each session with you: goals, duration, language, venue, group size, equipment, accessibility and budget. These details are agreed before any commitment.
Before taking part
Do I need prior knowledge of AI?
Beginners are welcome to get in touch. Tell us your starting level so we can identify a suitable activity.
Do I need a computer or a paid tool?
It depends on the format. Tell us about the equipment available and your group’s constraints so we can explore options, including screen-free discussions.
Are there fixed dates or prices?
No. Sessions are organised on request. Share your availability and needs so we can agree a programme, conditions and budget before any commitment.
Can I discuss accessibility needs?
Yes. Describe the adjustments you would like, without sharing medical information, so we can explore the possibilities together.
Arrange a meeting
Discuss your project in an initial 15-minute conversation with Vincent Becker. A talk, discussion, debate or support: together we clarify your audience, goals and a suitable format.
Choose a time, then complete the preparation form. This conversation helps us understand your needs; any session arrangements are agreed afterwards.