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Discover stories, insights, and developments from across our AI4ALL network — highlighting responsible AI innovation, inclusive practices, and voices making a difference in the AI ecosystem.

Blog

Nurse-in-the-Loop: Inside KickstartAI’s Approach to Healthcare AI

“You really have to go the other way around. So, start with the practitioner, start with the nurse, with the doctor, and then really understand their pain points”, says Anouk Wolters, AI Project Lead at KickstartAI. In this interview, Anouk explains how her team’s wound-reporting project with LUMC started not with an algorithm, but with the nurses who’d actually use it, and what that meant for how the tool was built.

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Blog

What skills matter most in the AI era? 

As soon as you open your LinkedIn, you’re presented with the equivalent of technological Hunger Games. While mastering the craft of AI literacy certainly belongs on the list of hot (and by all means, necessary) skills, this thirst for knowledge can easily cloud one’s vision about what’s important. You need to know how to think, how to raise questions and push back, how to connect the dots across domains, and how to position the technologies you use within the broader systems they operate in. If you’re not sure what skills actually matter and where to put your focus, this list might help you to find the right direction.

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Blog

What Is Prompting? The Beginner’s Guide for the Curious Non-Expert

Prompting is easily the buzzword of our time. LinkedIn is flooded with the formulas, the techniques “you’ll ever need” and everyone seems to have cracked some secret code. But, if you haven’t needed AI until now, or somehow managed to hide yourself from it, asking what prompting actually is can feel awkward.
Do not worry! You haven’t missed the boat, and getting good at it is easier than it looks.

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Blog

When AI doesn’t know you exist: Why representation in AI is a matter of life, health, and justice

We’re so focused on celebrating the loudest achievements in AI that we seldom ask ourselves: what are the intentions behind these solutions? We assume that every breakthrough in artificial intelligence is meant to advance our species, either for our productivity, economic growth, or efficiency. While all these benefits are commendable, we shall not forget that our future requires more than that: decision-makers who aim to prioritize responsible and equitable use.

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AI4ALL Gala 2026 Fireside Chat
Events

The Biggest Talking Points at the 2025 AI4ALL Summit: Designing for an Inclusive Future

At the 2025 AI4ALL Summit, thought leaders, innovators, and change-makers gathered to explore how we can build an AI future that’s ethical, inclusive, and human-centered. From discussions on data bias and responsible regulation to AI literacy and mental wellbeing, the event highlighted that progress in tech must be shaped by diverse voices and grounded in real-world impact. Missed the event? Discover the key takeaways that are shaping the next chapter of AI.

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Blog

Building What Actually Matters: AI4ALL Mentor Roelof Vuurboom on Real Value

Before becoming a mentor, Roelof Vuurboom held leadership roles in large tech companies and built businesses of his own. For the past seven years, he has worked closely with early-stage founders, helping them cut through the noise and focus on what genuinely drives value.
“When people start a business, the biggest issue isn’t execution,” he says. “It’s clarity on what actually matters.”

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Carina Kozole, Chief Risk Officer at ING, and Bianca Zwart, Chief Strategy Officer at bunq at the Fireside Chat
Events

Career Tips for Women in the Age of AI

Artificial intelligence is rapidly reshaping industries and the skills employers value, raising new questions about the future of work and what we need to do to stay ahead. For women, the challenge can feel even greater.

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Blog

Şeyma Bozkurt Uzan, Mentor Program: Orchestrating complexity with structure and clarity

Professor Şeyma Bozkurt Uzan is an excellent mentor in the AI4ALL Mentor Program for anyone working to solve a complex problem. She helps you build a structured roadmap so your decisions feel solid and well thought out. She patiently guides you in exploring different possibilities, and together you determine which direction works best.
Her foundation is business, operations research, and multi-criteria decision-making. She brings that lens into everything she does, from data science and AI to machine learning, data-driven analytics, NLP, and education technologies.

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