Blog by Berthe De Vos Neven, SI Representative to the UN in Geneva and Tania Gómez Herazo, SI AI Advocacy Advisor.
This week, Geneva became, again, the epicenter of global AI dialogue as the United Nations’ AI for Good Global Summit convened leaders, technologists, policymakers, and civil society to shape the trajectory of artificial intelligence. The summit’s opening, led by ITU Secretary-General Doreen Bogdan-Martin, set a tone of urgency and responsibility: “The biggest risk isn’t AI eliminating the human race. It’s the race to embed AI everywhere, without sufficient understanding of what that means for people and for our planet.” Her words resonated throughout the event, our AI future must be inclusive, just, and governed.
Inclusion and collaboration: The new imperatives
A defining theme was the call for collaboration over competition. Governments, innovators, and NGOs are aligning more closely than ever, recognizing that building global guardrails for AI is not optional but essential. The summit underscored that inclusion is non-negotiable: today’s AI systems are biased, leaving vast populations and perspectives unrepresented. Equity, representation, and access must move towards actionable priorities, especially in underserved regions.
A parallel call was made for greater accountability in how AI is built and deployed. As one speaker noted, “What gets in, comes out”, a reminder that human choices shape AI outcomes. Addressing bias requires deliberate, inclusive design and oversight rooted in human rights. The path forward demands not just better technology, but better intentions.
From principles to action
The summit was not just about high-level ideals; it showcased practical, impactful AI solutions. From climate prediction models to health diagnostics in low-resource settings, “AI for Good” is already changing lives. Yet, participants cautioned against “AI for Good whitewashing”, the tendency of large tech companies to tout ethical intentions without substantive action.
It is crystal clear: all together we need to create a safer and more connected world with AI. How? It starts with listening and truly understanding the needs of people and communities. It means investing in people as much as in technology, supporting digital literacy, ethical design, and inclusive innovation. Sharing best practices, learning from one another, and staying grounded in real-world impact will be essential. The vision may be bold, but progress begins with small, meaningful steps.
The future is here, and we need to work together for solving global challenges.
Ethics, governance, and the race against time
Speakers repeatedly emphasized that technical innovation must be matched by ethical governance, linked to human rights for all. The challenges are present: concentrated power, fragmented regulation, energy demands, and the challenge of defining ethics across cultures. As AI systems evolve at unprecedented speed, even experts admit that testing for unforeseen risks is a moving target.
Data: The bedrock of progress
Throughout the summit, one message was unmistakable: quality data is the essential fuel driving AI’s potential to do good. Without accurate, diverse, and representative data, AI systems risk reinforcing biases and excluding vast segments of the global population.
Building reliable data pipelines that reflect the full spectrum of human experience is critical, not only for advancing technology but for ensuring fairness and accountability.
Empowering people across generations with the ability to critically evaluate information, distinguishing between correlation and causation, fluency and truth: it is equally vital. Moreover, establishing robust standards will help translate our shared global values into tangible, trustworthy AI applications.
In short, data integrity and digital literacy are the cornerstones upon which inclusive and effective AI must be built.
A defining moment
As the AI market races toward a projected $4.8 trillion by 2033, the summit’s message was clear: we are not racing against each other, but against the clock. The choices we make in the next 12–24 months will define the next generation. We are the AI generation, and we must ensure it leaves no one behind.
To all who contributed during this summit: thank you for your vision, empathy, and passion. The work ahead is immense, but so is our shared purpose.
