Explain how concentration of the core AI stack (compute, data and foundational models) shapes the global AI economy. Discuss how the MANAV framework can reduce exclusion and ensure wider access to AI benefits.
Kartavya Desk Staff
Topic: Awareness in the fields of IT, Space, Computers
Topic: Awareness in the fields of IT, Space, Computers
Q5. Explain how concentration of the core AI stack (compute, data and foundational models) shapes the global AI economy. Discuss how the MANAV framework can reduce exclusion and ensure wider access to AI benefits. (10 M)
Difficulty Level: Medium
Reference: IE
Why the question AI is emerging as the core infrastructure of the global digital economy, but its foundational layers are increasingly controlled by a few firms and countries. India’s MANAV vision brings a policy framework to expand access and prevent exclusion in the AI ecosystem. Key Demand of the question The question demands explaining how concentration of compute, data and foundational models shapes global AI markets and power structures, and then discussing how MANAV can widen access to AI benefits by addressing exclusion risks. Structure of the Answer: Introduction Begin with AI as a general-purpose technology and the core AI stack as the new “strategic infrastructure”, highlighting the risk of monopolisation. Body Concentration shaping AI economy: Briefly cover compute chokepoints, data advantage, and foundation-model dominance creating entry barriers and dependency. MANAV reducing exclusion: Briefly link MANAV pillars to widening access through inclusion, accountability, sovereignty and legitimacy in AI deployment. Conclusion End with the idea that democratising access to the AI stack is essential for inclusive growth, and MANAV can be a scalable template for responsible AI diffusion.
Why the question AI is emerging as the core infrastructure of the global digital economy, but its foundational layers are increasingly controlled by a few firms and countries. India’s MANAV vision brings a policy framework to expand access and prevent exclusion in the AI ecosystem.
Key Demand of the question The question demands explaining how concentration of compute, data and foundational models shapes global AI markets and power structures, and then discussing how MANAV can widen access to AI benefits by addressing exclusion risks.
Structure of the Answer:
Introduction Begin with AI as a general-purpose technology and the core AI stack as the new “strategic infrastructure”, highlighting the risk of monopolisation.
• Concentration shaping AI economy: Briefly cover compute chokepoints, data advantage, and foundation-model dominance creating entry barriers and dependency.
• MANAV reducing exclusion: Briefly link MANAV pillars to widening access through inclusion, accountability, sovereignty and legitimacy in AI deployment.
Conclusion End with the idea that democratising access to the AI stack is essential for inclusive growth, and MANAV can be a scalable template for responsible AI diffusion.