UN AI for Good Summit 2026 Geneva: Quality AI, Agentic AI and Sovereign AI
Back in Geneva for the UN AI for Good Global Summit 2026 with Quality AI a Priority
It was a privilege for equitably.ai’s CEO to return to the packed programme of UN AI for Good Global Summit 2026 in Geneva to take part in the UN AI Skills Coalition meeting and share expertise in quality AI.
As a founding member of the UN AI Skills Coalition, it’s always humbling for our CEO to be listed as a 2026 summit speaker alongside global tech pioneers, policymakers, international professional bodies and this year’s UN AI for Good Ambassador, celebrity, American rapper, songwriter, record producer and frontman of Black Eyed Peas, will.i.am, whom our CEO had the privilege of speaking with (see image). They all share our dedication to closing the global AI competency gap so that AI can be accessed more equitably.
The summit was significantly different from the previous year in that the AI conversation had completely matured. Key themes included:
- No longer marvelling at what generative and agentic AI platforms can do, but the overarching theme across the entire event was a collective demand AND clear action for better quality AI. Industry and government leaders had caught on to the reality that true enterprise deployment needs a definitive shift away from isolated testing toward disciplined, robust, and trusting architectures
- Sovereign AI was everywhere. How firms could have sovereignty over their data, costs and models. The same for countries in compute infrastructure, data of their citizens and much cross-border agentic AI. There was a major UN-supported meeting about global governance of AI, which to us is really all about quality AI.
- Agentic AI trust and governance. We are moving rapidly into an era where AI is shifting from static assistants to autonomous, cross-border, process-driven agents capable of executing multi-step reasoning, making micro-decisions, and interacting across complex enterprise workflows. There was a fantastic working group on this topic (see images), with quality AI as a driver for the work, with examples of companies in a space of months building thousands of agents operating across borders, with both challenges and opportunities.
UN AI for Good Summit 2025 Geneva: Quality AI and Governance
The UN
The gathering brought together 25 core partners – including Microsoft, Google, and Adobe, dedicated to the mission of upskilling millions in AI as the impact of AI gets felt internationally across all sectors and roles. For equitably.ai, being there was more than networking but another major milestone in realising equitably.ai’s brand value of supporting more equitable access to AI and bridging the “AI divide”.
As a Chartered Quality Professional and Chartered Marketer, John Paul’s attendance at the UN AI for Good Summit was focused on the latest in the future direction of AI, but also on how AI governance can not only be effectively deployed but also as part of the overall measurable return on investment (ROI) from AI.
Closing the Governance Gap: From Principles to Practice
A primary reflection from Geneva was the urgency of closing the “Governance Gap” the tension between AI moving at “innovation speed” and legislation moving at “bureaucracy speed.” In the session “AI Governance: From Principles to Practice,” industry and academic leaders from the AI Governance Alliance advocated for a shift from “soft ethics” to hard technical standards.
The consensus was that Governance is not an “add-on” feature; it is Safety-by-Design. During the “Governing Advanced AI in Action” dialogue, speakers highlighted a structured five-stage governance lifecycle: Testing, Auditing, Verification, Monitoring, and Mitigation. For equitably.ai, this means moving toward an agile code of practice” that John Paul as a Chartered Quality Professional knows too well as he as been advocating and showing the application of professional quality competencies – Context, Leadership, Improvement, Governance and Assurance – to AI.
Key Insight: True governance requires an agile framework. As discussed in the “AI Governance Dialogue,” compliance must be a living process involving stakeholders across the value chain.
Digital Equity and Human Rights
There was a powerful dialogue regarding the “AI Divide” during the “Democratising AI” session. With 2.6 billion people still offline, there is a global risk of AI concentrating the benefits of AI and wealth in those with access. To combat this, the summit introduced the
In the “AI for Equality” track, the focus was on AI as a “force multiplier” for market access. For equitably.ai partners – particularly UK and Australia – in international marketing and international trade, this highlights an opportunity to lower barriers for global trade. In the “AI for Human Rights” session, there was strong AI for Good work on using AI to track and draw attention to human rights abuses. Whether it’s slave labour, freedom of speech, rights to a fair trial, satellite imagery, or supply chain monitoring, we maintain fairness and moral oversight.
Capacity Building: Creating an AI-Ready Society
Skill sets are becoming static while AI is moving faster and faster was one reflection from John Paul’s attendance at the
Other related sessions included the session on “Humans & AI: Partnering for Good,” with a practical reminder of approaching AI more as an intern. There was also a great message on Moral Discernment (shared by Pope Leo XIV), reminding delegates that while AI processes data, it lacks the human wisdom to seek truth.
Future Direction of AI and Innovation: Agentic AI and Human-AI
The summit marked the definitive trend toward Agentic AI. In the session “Smarter Connectivity,” speakers explored how autonomous agents can coordinate complex systems, such as
Other AI governance themes covered included Provenance Technologies, digital watermarking and authentication, as the primary tool to rebuild online trust within the next five years. It was discussed how this technology is particularly relevant for regulated sectors like investment management.
DLA Piper’s AI and Data Analytics team explored AI for Good in the legal sector for better access to justice, showing how agentic and other AI are being responsibly applied to transform complex legal and regulatory data into actionable insights that empower organisations, improve access to justice, and reduce barriers for vulnerable populations.
New modes of input for communicating with AI are growing fast. The keyboard as an input mode has been complemented by cameras for image, mics for voice and direct Brain-Computer Interface (BCI) – also Brain-Machine Interface (BMI) or Direct Neural Interface (DNI). There was a fascinating session of AI for Good where those who have lost their body motor functions can, with the help of AI, have some of their motor functions back. There was a fascinating demo of the use of invasive BCIs – Electrodes surgically implanted directly into the brain to achieve high-precision signal recording of brain signals – to move mechanical arms (see image).
For equitably.ai Partners and Clients
The AI for Good Summit served as a global confirmation of the equitably.ai’s mission for better access. For our partners and clients in the UK and Australia, the insights John Paul brought back from Geneva provided a roadmap for navigating AI with a quality AI an enabler of AI for Good and AI Access for All.
From Global Dialogue to Local Impact
The 2025 AI for Good Summit made one thing certain: the FOMO driven of jumping into AI is being replaced with a Quality AI and robust AI governance.
For leaders, the challenge is no longer just about acquiring the technology, but about building the internal “Assurance” and “Governance” frameworks required to let AI run safely. At equitably.ai, we translate global directions and shifts like agentic AI and AI governance into pragmatic, ROI-driven programmes customised for unique contexts of sectors and firms. Whether you are looking to navigate the complexities of Agentic AI or empower your leadership team with bespoke AI learning, we provide professional quality competencies to ensure your AI journey is secure and with a return on investment.
Looking Ahead: The 2026 AI for Good Global Summit
As we reflect on these breakthroughs, the global community is already preparing for the 2026 AI for Good Global Summit, returning to Geneva from 7–10 July 2026. This next edition will be held back-to-back with the inaugural Global Dialogue on AI Governance, established under the landmark UN General Assembly resolution.
Attendees can look forward to a focus on Embodied AI and Geospatial Foundation Models, featuring a world-class lineup of speakers including Doreen Bogdan-Martin (ITU Secretary-General), futurist Ray Kurzweil, and will.i.am. The 2026 agenda is set to move beyond principles toward “Standards in Practice,” with specific tracks on AI for health, climate resilience, and the “Agentic AI Security” challenge.he 2025 AI for Good Summit made one thing certain: the FOMO driven of jumping into AI is being replaced with a Quality AI and robust AI governance.
If you are interested in learning more about AI governance and how to apply it effectively, we’d love to connect. Reach out to equitably.ai to share your own implementation journey and discover the strategies to navigate similar use cases.