Topic: Awareness in the fields of IT, Space, Computers
Q6. “The emerging AI divide is increasingly a divide in access to compute, models and data rather than merely digital connectivity.” Assess its implications for technological concentration and innovation. Suggest measures for building an inclusive AI ecosystem in India. (15 M)
Difficulty Level: Medium
Reference: IE
Why the question
The changing nature of the AI divide, where access to advanced technological resources is becoming as important as basic digital connectivity.
Key Demand of the question
Establish how inequalities in compute, models and data are creating a new AI divide. Assess its implications for technological concentration and innovation, and suggest measures for an inclusive AI ecosystem in India.
Structure of the Answer:
Introduction
Briefly introduce the shift from the traditional digital divide towards an AI capability divide involving access to the critical AI stack.Body
- Nature of the emerging AI divide: Indicate how unequal access to compute infrastructure, quality datasets, advanced models and technical capabilities creates new barriers to meaningful AI participation.
- Implications for concentration and innovation: Highlight how resource concentration can strengthen dominant firms, raise entry barriers and technological dependence, while wider access can enable distributed innovation.
- Building an inclusive AI ecosystem: Suggest democratising compute and data access, supporting indigenous models, strengthening AI skills, enabling startups and ensuring responsible AI governance.
Conclusion
Conclude with the need to transform AI resources into widely accessible innovation infrastructure, enabling India to combine technological self-reliance with inclusive innovation.
