Introduction
On Fatma’s kitchen table one Wednesday evening lay three things that rarely belong together: a crumpled school letter, a half-empty cup of tea and a phone whose screen kept lighting up with family messages. The letter was meant kindly, but it was full of terms that even parents fluent in German had to read twice.
Fatma Ilden lives in Berlin and now supports families who use AI for school matters, job applications and letters from public offices. Her workplace is usually a library room or a neighbourhood table where someone first says, “I am too late for this.”
Story of the Path into AI
The trigger was not a dream about technology. Fatma simply wanted to understand what a school expected from her child and why the letter sounded so official. A language model explained the words, but in the first attempt it turned a neutral reply into something close to a complaint. That small shift stayed with her.
She began testing short prompts with other mothers. German, Turkish, plain language, sometimes all in the same chat. The first evenings were restless: inaccurate summaries, sentences that sounded too smooth, unanswered privacy questions. Fatma quickly saw that a useful tool does not automatically produce a good decision. Next to every automatic explanation she wrote one question: What does a human still need to check?
Current Work
Today Fatma moderates open learning evenings for families. A typical case: a mother brings a school letter, the group simplifies it and marks every passage that a teacher needs to clarify. With applications, Fatma watches that AI does not polish away care breaks, side jobs or frequent moves.
The benefit is quiet: people arrive at conversations better prepared and ask calmer follow-up questions. Fatma is strict about boundaries: no diagnoses, no legal advice, no sharing of sensitive data. Whenever a system sounds confident while the case is still unclear, she pauses the session.
Personal Advice
“Start with a letter, not with a future plan,” Fatma says. By that she means: anyone who wants to understand AI should take a real piece of everyday life, check the first suggestion and notice where the machine becomes too neat. More skill grows from those corrections than from long lectures.
Key Facts
Age and place: 43, Berlin.
Background: family work, migration experience, informal learning.
Entry into AI: simplified school letters with clear follow-up questions for teachers.
Focus today: AI education for families and neighbourhoods.
Typical tools: language models, translation aids, prompt checklists.
Werkstattnotiz
The edge of the first school letter still clings to Fatma’s material: a grease mark beside the word “binding.” She keeps testing which phrases relieve people and which only mislead them more politely. The hardest point remains the moment when an automatic text is reassuring although no responsible person has answered yet.