smartcybers786@gmail.com 
#divide #Political #Economy
Valued intelligence is no longer the theory of the future or science fiction. It is here and it is newly giving how we work and live and change our style of innovation.
From personal learning and predictive health care to software development and content creation, AI is becoming an essential layer and an important component in every major industry.
Since someone who closely follows global developments and regularly engages with experts and innovators on front lines, I see a bit disturbing: the growing global division of access to AI innovation. If we don’t work anymore, this gap will only grow and deepen – the next great technical revolution will overtake billions of people.
Uneven AI geography
AI’s successes are getting rapidly, but they are also concentrated. Only a handful of countries – mostly producing AI research, funding, patent and infrastructure in North America, Europe and East Asia. These countries have a clear start with computing resources, advanced universities, policy framework and capital access.
Meanwhile, most countries in South Asia, Africa and Latin America are using these technologies on a large scale, not building them. They take the risk of becoming inactive participants in the future, which is formed elsewhere. Under different values, regulatory cultures and economic priorities.
Deer and opportunity
Raw skills and intellectual ability are everywhere. What is missing in many places is the infrastructure, exposure and access to opportunities. AI does not care where you were born but markets. The deployment of modern AI solutions requires cloud access, GPU clusters and expensive bandwidth, which is often out of developer access to low -income areas. If we do not invest in democratic, we will continue to strengthen digital inequality.
Without representation
This is not just an economic problem. It is also a moral. If the AI system is being trained primarily on the data of some cultures, languages and economies, who will work? Whose prejudice will they reflect? Whose problems will they prefer?
The deployment of modern AI solutions requires cloud access, GPU clusters and expensive bandwidth, which is often out of developer access to low -income areas. If we do not invest in democratic access, we will continue to strengthen digital instability.
We have already seen cases where the facial recognition systems are less accurate for the backward classes, or where the language samples struggle with extraordinary dialects. Imagine that in the same prejudice, health care, education and law enforcement agencies. Eco -chamber -trained AI can strengthen inequalities.
Join by design
Based on experts and innovators and conversations around the world, there are some offenses to eliminate the distribution of AI.
Infrastructure Access: Cloud providers and hardware companies will have to create programs that provide discounts or free access to computing resources for education, research and launch in low -income countries, especially in low -income countries.
Open Model and Datases: Open Source AI community can play a major role in ensuring representation. We need multi -linguistic data, culturally related models and concessions for comprehensive research.
Skills for the future: Governments have to consider education in emerging economies. Coding alone will not be enough. We need to teach data literacy, quick engineering, moral design and cross -disciplinary problem.
Public – Private Partnership: Big -tech firms should provide funds for AI labs, fellowship and innovation centers in partnerships with universities and governments in developing countries.
South – South Cooperation: Emerging economies should cooperate with each other – not just with Silicon Valley. There is a lot of value in developing solutions according to common issues: access to health care, agriculture, urban planning.
The moment of Pakistan
Pakistan is an extraordinary opportunity for the world’s youngest population and the growing digital economy. If we carefully invest in AI’s education and infrastructure, we can potentially track our progress and become a global leader in AI talent. The challenge is to empower an entire generation-not just use-AI-powered future.
The AI revolution is a definite moment for humanity. Like all revolutions, it can also liberate or distribute people. For a future where technology benefits everyone – not only the elite – we must cenpose its development, leakage and diversity. Let’s learn from the mistakes of the industrial revolutions of the past and repeat them. Let’s create a world where AI belongs to everyone.
The author is a TV anchor and podcast host. They did @ismaeelqasim tweets
