AI Governance LabInteroperability White Paper
White Paper

Toward interoperability and inclusive participation in AI Governance

In a world of fragmented AI governance, we map the strategic pathways to establish global protective floors—ensuring human rights and safety standards prevail while preserving the flexibility for local innovation.

PUBLISHED JULY 2026|AI Governance for Humanity Lab in Valencia

The Fragmented Globe

The world is racing to govern AI, but there is no single rulebook. Instead, we have a rapidly expanding "patchwork" of diverging national and regional strategies. Over 200 new responsible AI frameworks have emerged globally.

Without coordination, this unmanaged fragmentation results in cross-border accountability gaps, regulatory arbitrage, and structural exclusion of the Global Majority.

Three Poles & The Global Majority

The current landscape is pulled between three dominant regulatory poles: the EU’s rights-based risk tiering, the US’s innovation-first framework, and China’s state-centric algorithm controls.

Middle Powers and the Global Majority reject a purely rule-based framing. Instead, they operate over 828 government-led initiatives focused on capacity-building, digital sovereignty, and Ubuntu ethics.

Layers of Interoperability

For different sovereign systems to speak to one another, we must construct connecting bridges across six key levels: Semantic, Ethical, Legal, Organisational, Technical, and Institutional.

As you scroll, notice how the stack builds itself from technical data protocols up to cross-border institutional oversight.

14 Pathways to a Global Floor

We present 14 actionable pathways categorized into functional pillars: Shared Understanding, Connecting Tissue, Structural Asymmetries, and Fundamental Rights.

These pathways outline a "floor, not a ceiling"—preserving sovereign flexibility for nations to enact stricter protections while guaranteeing global safeguards.

Governance Patchwork

Global Regulatory Strategies

European UnionUnited StatesChinaMiddle PowersGlobal Majority

European Union

Rights-Based & Risk-Tiered

Horizontal regulation prioritising fundamental rights through ex-ante obligations and extraterritorial reach.

WHITE PAPER DOCUMENTATION

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Access the complete white paper detailing interoperability and inclusive participation in AI Governance. This document includes deep-dives into the regulatory poles, the 6-layer interoperability stack, and the 14 actionable pathways to establishing a global floor.

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