GS4
Ethics: Theory
10 marks
“Introducing Artificial Intelligence (AI) education from an early age can shape the ethical values and reasoning abilities of future citizens.”
In the context of this statement, discuss the ethical considerations that should guide the integration of AI in school education.
Artificial Intelligence (AI) is no longer a futuristic concept — it is shaping human decisions, relationships, and governance. Introducing AI education at the school level, as envisioned under the National Education Policy (NEP) 2020, provides a unique opportunity to integrate moral reasoning with technological literacy. This approach can help create ethically conscious, digitally responsible citizens of tomorrow.
Ethical Rationale for Early Al Education:
Ethical Concerns in Integrating Al:
Ethical Implementation Measures:
The introduction of AI in school education is not merely about preparing students for future jobs — it is about nurturing ethically aware innovators. By embedding values of empathy, fairness, and responsibility into AI learning, India can create citizens who use technology as a force for good. As Mahatma Gandhi said, "The future depends on what we do in the present.” Ethical AI education today can shape a morally conscious digital society tomorrow.
GS2
Governance
9 Jun, 2026
“Data-driven governance has the potential to transform grassroots democracy and improve service delivery in rural India.” In this context, examine the significance of the Panchayat Advancement Index (PAI) in strengthening local self-governance and achieving the Localisation of Sustainable Development Goals (LSDGs).
GS3
Economy
Yesterday
India recorded a GDP growth rate of 7% in FY 2025–26 despite global economic uncertainties. Examine the key drivers of this growth. Discuss whether high GDP growth alone is sufficient to ensure inclusive and sustainable development in India.
GS3
Environment & Ecology
7 Jun, 2026
“Ecosystem-based Adaptation (EbA) offers a sustainable and cost-effective alternative to conventional grey infrastructure for enhancing coastal resilience against climate change.”
In the context of India's coastal regions, examine the role of mangroves as natural climate shields. Discuss the challenges in mainstreaming Ecosystem-based Adaptation in coastal management and suggest measures to strengthen its implementation.
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