Boards and leadership
Understand implications, risk, investment and accountability without drowning in technical jargon.
04EDUCATION · CULTURE · THE NEXT GENERATION
Teaching is not transferring slides.
It means building autonomy.
AI literacy is organisational infrastructure. It must change how people verify, disagree and decide.
Technology changes in months.
Method endures.
Effective education leaves more than information. It leaves a shared vocabulary, a verification method and the ability to recognise when to stop.
From primary classrooms to boards, my aim is the same: make people less dependent on the teacher and more capable of framing questions, building evidence and taking decisions.
Healthcare management
Translate use cases into processes, roles, indicators and adoption criteria.
Professionals
Develop oversight, source verification and the ability to recognise errors and limitations.
Next generations
Teach computing as a creative and critical language: build technology rather than merely consume it.
Train the trainer
Create autonomy, reusable material and internal communities able to continue learning.
AI Act and literacy
Role-appropriate, documentable programmes connected to real organisational risks.
LEARNING BY DOING
The final test is a better decision.
Real cases, simulations, plausible but incorrect outputs, sources to verify and procedures to design. Competence emerges when theory encounters friction.
Read the essay on AI literacy ↗A conversation, not a form