Artificial intelligence is rapidly transforming the world, promising new efficiencies, scientific breakthroughs, and entire new industries. But behind the global excitement lies an unsettling question: Who actually benefits? A new report by the United Nations Development Program (UNDP) warns that unless urgent steps are taken, the AI inequality could deepen gaps between wealthy and poor nations, further marginalizing millions in a data-driven future.
Lessons From the “AI Inequality”
The report draws a stark comparison with the “Great Divergence” during the industrial revolution, when Western nations surged ahead due to stronger technological and economic foundations. Today, AI poses a similar — and potentially greater — risk. Unlike past technologies, AI is deeply intertwined with health systems, digital payments, education, disaster response and decision-making tools. Countries lacking strong digital infrastructure and data capabilities could be locked out of these benefits entirely.
AI’s Impact Goes Beyond Productivity
According to UNDP’s lead author Michael Muthukrishna, the global conversation often focuses on economic opportunity, efficiency, and competitiveness. But the more important question is human impact. “We need to ensure it’s not technology first, but people first,” he said at the launch in Bangkok. When vulnerable communities lack electricity, internet connectivity or digital skills, they become “invisible” — not heard, not represented, and not present in the datasets guiding AI-driven decisions.
Asia-Pacific: A Region of Uneven Access
Within Asia, the AI Inequality is becoming increasingly stark. Highly advanced economies like South Korea, Japan, Singapore and China are positioned to adopt AI rapidly. Meanwhile, countries such as Afghanistan, Myanmar, and small island states like the Maldives struggle with power shortages, poor connectivity, limited skilled workforce, and fragile governance systems. Even inside developed nations, underserved regions risk being left behind as digital and AI-driven opportunities concentrate in urban hubs.
Nepal’s Growing Digital Divide
Nepal represents a mixed picture. As of 2025, about 56% of Nepal’s population is online, with around 16.6 million internet users and nearly half the population active on social media. Broadband subscriptions are high at more than 29 million, driven overwhelmingly by mobile networks. But fixed broadband — essential for stable, high-quality AI-era connectivity — remains heavily concentrated in cities.
This uneven access shapes who gets opportunities in digital education, financial services, telemedicine and modern job markets. If rural and marginalized communities remain offline or underserved, they risk being disconnected from the AI-enabled world.
AI Opportunities Nepal Could Harness
Despite these AI inequality, it also offers enormous potential for Nepal. Tools that deliver instant X-ray readings, faster disaster assessments, predictive weather insights and AI-supported agriculture could transform daily life in remote regions. For a country vulnerable to earthquakes, floods and climate variability, AI-powered early warning systems and damage assessments could save lives.
But realizing these opportunities requires more than enthusiasm — it requires reliable infrastructure, inclusive digital literacy programs, transparent governance and strong regulatory frameworks.
Risks That Demand Urgent Attention
The UNDP report warns of significant threats: data centers that consume huge amounts of energy and water, potential misuse of surveillance technology, discriminatory algorithms, and increasing cyberattacks powered by AI tools. These risks disproportionately affect countries like Nepal, where regulatory systems and technological safeguards are still developing.
Democratizing Access to AI
AI is quickly becoming as essential as electricity, roads and the internet. To prevent widening inequality, Nepal and other developing nations must invest in digital infrastructure, strengthen cyber and data regulations, improve digital education, and design protections for vulnerable populations.
The UNDP’s message is clear: every country and community deserves a stake in the AI future — and the world must ensure that technology uplifts people rather than leaving them behind.
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