Opinion | AI Impact Summit: India's Bid To Reframe The Global AI Conversation

The focus has moved from preventing harm, to coordinating principles, to taking action – and finally to asking a deeper question: impact for whom

When the United Kingdom convened the first global AI summit at Bletchley Park in 2023, the emphasis was unmistakably on safety.

Artificial intelligence was framed as a transformative yet potentially catastrophic technology, demanding guardrails, risk mitigation and global coordination.

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The subsequent gathering in Seoul broadened the conversation, linking safety to innovation and inclusivity. In Paris, the terminology evolved again – to AI Action – signalling a shift from diagnosing risks to implementing frameworks.

Now, as the summit arrives in New Delhi under the banner of the ‘AI Impact Summit’, the evolution in language tells a larger story. The focus has moved from preventing harm, to coordinating principles, to taking action – and finally to asking a deeper question: impact for whom?

India’s hosting of the AI Impact Summit is not simply the next stop in a rotating diplomatic calendar. It marks a conceptual inflection point in global AI governance – and potentially a geopolitical one.

A GLOBAL SOUTH MOMENT

For the first time, this high-level AI summit is being held in the Global South. That shift is more than symbolic. Until recently, the architecture of AI governance has largely been shaped by a narrow axis: the United States’ innovation-driven model, the European Union’s regulatory approach, and China’s state-centric framework.

Developing countries have often been positioned as markets, data sources, or downstream adopters – not as agenda-setters. New Delhi is attempting to change that dynamic.

India is the world’s most populous nation, the fastest-growing major economy, and a country that has demonstrated how digital infrastructure can be deployed at population scale. By hosting the AI Impact Summit, India is implicitly arguing that the future of AI governance cannot be solely defined by frontier labs and regulatory capitals. It must also account for developmental realities, demographic pressures, and social equity.

If Bletchley was about existential risk, New Delhi is about distributive possibility.

THE SIGNIFICANCE OF ‘IMPACT’

The word “impact" is not accidental. It signals a reframing of priorities. Safety debates, while necessary, often revolve around extreme scenarios: catastrophic misuse, systemic bias, model opacity.

These concerns remain vital. But for much of the world, the more immediate question is how AI can tangibly improve livelihoods – in agriculture, healthcare, education, financial inclusion and public service delivery.

India’s emphasis suggests that global AI governance must move beyond abstract principles and address measurable outcomes.

Who benefits? Who gains access? Who builds capacity? And who is left behind? In this framing, impact is not just technological performance; it is socioeconomic transformation.

INDIA’S DISTINCTIVE AI PROPOSITION

India’s credibility in advancing this agenda rests on a unique policy foundation: its experience with digital public infrastructure (DPI).

Over the past decade, India has built interoperable digital rails – Aadhaar for identity, UPI for payments, CoWIN for vaccination management – that have reached hundreds of millions of citizens. These platforms were not designed as profit-maximising products but as public goods upon which private innovation could flourish.

The AI Impact Summit offers India an opportunity to extend that logic. Rather than competing directly in the race for the most powerful frontier models, India appears to be positioning itself as a champion of scalable, inclusive AI deployment layered atop public digital infrastructure.

This proposition has three dimensions:

Access and affordability: Ensuring AI tools are not confined to a handful of advanced economies or corporations.

Open and interoperable ecosystems: Encouraging innovation through shared infrastructure.

Development-first applications: Prioritising AI for public service and social benefit.

For many developing countries, this approach may be more relevant than the frontier race for ever-larger models. It offers a template that links AI governance to developmental statecraft.

CARVING OUT A THIRD WAY?

In a world increasingly shaped by technological blocs, India’s positioning raises a strategic question: is it attempting to carve out a “third way" in AI governance?

The US emphasises market dynamism and light-touch regulation. The EU foregrounds rights-based frameworks and comprehensive legislation. China integrates AI development tightly with state objectives.

India, by contrast, appears to be seeking a hybrid path – innovation-friendly yet sovereignty-conscious, development-oriented yet globally engaged. This balancing act is not simple.

India must attract investment and talent while maintaining regulatory flexibility. It must engage both Washington and Beijing while preserving strategic autonomy.

The AI Impact Summit provides a stage to articulate that equilibrium: AI as a public good, not merely a strategic asset or commercial commodity.

CONVENING POWER AND GEOPOLITICAL SIGNALLING

The AI summit also underscores India’s growing convening power. The presence of major global leaders and leading technology executives reflects recognition of its centrality in the digital economy.

This matters geopolitically as AI governance is fast becoming a domain of strategic competition. Compute capacity, semiconductor supply chains, data flows and standards-setting are instruments of influence.

By hosting the summit, India positions itself as a mediator – capable of bridging regulatory and innovation-driven camps, and of amplifying Global South concerns at high-level forums. It also signals that AI diplomacy is now firmly embedded within broader geopolitical realignments.

The ability to convene diverse actors around shared frameworks is itself a form of strategic leverage.

CONTOURS OF CONTESTATION

Yet the summit will not be devoid of tension. Access to advanced compute and foundation models remains highly concentrated.

Questions around open-source versus proprietary systems divide policymakers and industry leaders. Data localisation debates intersect with cross-border flows and digital trade rules. Even the meaning of “trust and safety" varies across political systems.

For some governments, safety is about mitigating catastrophic risk. For others, it is about ensuring fairness, transparency and accountability in everyday deployment. For still others, it involves maintaining state oversight over information ecosystems.

India’s emphasis on inclusivity and access may generate friction with those wary of diluting competitive advantage. The test will be whether the language of impact can translate into practical mechanisms – capacity-building partnerships, shared research initiatives, or innovative financing models – rather than remain rhetorical.

BEYOND THE COMMUNIQUE

Ultimately, the importance of the AI Impact Summit lies not in the final declaration but in what follows. If New Delhi succeeds in embedding development, equity and access into the mainstream AI governance conversation, it will have shifted the global discourse in a durable way.

If it catalyses concrete coalitions that expand participation in AI’s benefits, it will mark a substantive milestone. For international observers, the summit represents more than India’s diplomatic moment.

It reflects a broader recalibration in how the world understands AI – from a technology to be feared or regulated, to a tool whose transformative potential must be consciously shaped. In that sense, the move from safety to impact is not a rejection of caution. It is an expansion of ambition.

And as the world gathers in New Delhi, the question is not only how to govern artificial intelligence – but how to ensure that its gains are shared across the societies it is poised to transform.

(Kamal Madishetty is an Assistant Professor at Rishihood University and a Visiting Fellow at India Foundation, New Delhi. He tweets at @KamalMadishetty. Views expressed in the above piece are personal and solely those of the writer. They do not necessarily reflect News18’s views)

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