Q1. (GS1 History)
“The revenue administration and military innovations of Alauddin Khilji strengthened the Delhi Sultanate's control over the subcontinent.” Discuss. (150 words)
Ans:
Introduction
Alauddin Khilji (1296–1316 CE), a prominent Delhi Sultanate ruler, consolidated power through innovative revenue administration and military reforms. His policies strengthened central authority, ensuring economic stability and territorial control across the subcontinent.
Revenue Administration
Military Innovations
Impact
Conclusion
Alauddin Khilji’s revenue and military reforms centralized authority, stabilized the economy, and expanded the Delhi Sultanate’s influence, leaving a lasting administrative legacy.
Suggested Diagram: A flowchart depicting Alauddin’s revenue system (land measurement → tax collection → market regulation) and military structure (standing army → dagh/chehra → campaigns).
Q2. (GS2 Polity)
In the wake of the 2025 Delhi Assembly elections and the implementation of new criminal laws, assess the evolving dynamics of federalism and civil liberties in India. Suggest measures to safeguard constitutional principles. (250 words)
Ans:
Introduction
The 2025 Delhi Assembly elections and the rollout of new criminal laws (BNS, BNSS, BSA) have reshaped India’s federal structure and civil liberties. These developments highlight tensions between central authority and state autonomy, alongside concerns over individual rights.
Evolving Dynamics of Federalism
Civil Liberties Concerns
Measures to Safeguard Constitutional Principles
Conclusion
The 2025 Delhi elections and new criminal laws highlight challenges to federalism and civil liberties. Strengthening institutional dialogue, judicial review, and public participation can safeguard India’s constitutional ethos, balancing central authority with state autonomy and individual rights.
Q3. (GS3/ Economy)
India's economic growth of 6.5% in FY24/25 amidst global uncertainties demonstrates resilience, yet structural challenges persist. Discuss with reference to manufacturing and export sectors. (150 words)
Ans: Introduction
India’s 6.5% GDP growth in FY24/25 amidst global uncertainties reflects robust economic policies. However, structural challenges in manufacturing and exports hinder sustained progress.
Achievements
Structural Challenges
Way Forward
Conclusion
India’s 6.5% growth in FY24/25 showcases resilience, but addressing skill gaps, global competition, and supply chain issues in manufacturing and exports is critical for sustained economic progress.
Suggested Diagram: A bar graph comparing India’s manufacturing and export growth (FY23/24 vs. FY24/25) with key sectors highlighted.
Q4. (GS4/ Ethics) Case Study
Priya is an IAS officer heading the Digital Governance Division in a state government. In 2025, following the MeitY's AI Governance Report, her department is tasked with deploying AI-driven surveillance systems for public safety in urban areas, funded by central schemes.
During pilot testing, Priya discovers that the AI system, sourced from a private vendor, has biases leading to disproportionate targeting of minority communities and low-income groups, violating privacy norms. The vendor claims the biases are minor and can be fixed later, while senior officials push for quick rollout to meet deadlines and showcase 'smart city' progress, arguing it will reduce crime rates overall.
Local activists file complaints, highlighting potential human rights abuses and data misuse. Reporting the issue could delay the project, invite political scrutiny, and affect Priya's promotion, as the initiative has high-level backing. Ignoring it risks perpetuating inequality and eroding public trust in governance.
Questions
(a) What are the ethical dilemmas faced by Priya in this case?
(b) If you were mentoring aspiring administrators on this scenario, what ethical principles and leadership traits would you stress for addressing technology-driven governance challenges?
(c) Propose the most suitable course of action for Priya, harmonizing technological advancement with ethical accountability.
Ans:
(a) Key Ethical Dilemmas
(b) Ethical Principles and Leadership Traits for Mentors
(c) Recommended Course of Action
This approach balances technological advancement with ethical accountability, safeguarding human rights while advancing governance objectives.
Q5. (GS4/ Ethics)
“Ethical governance in the era of AI requires balancing innovation with human rights.” Examine this statement in the context of Indian public administration. (150 words)
Ans: Introduction
AI’s integration into Indian public administration offers transformative potential but demands ethical governance to balance innovation with human rights, ensuring inclusivity and fairness.
Role of AI in Governance
Challenges to Human Rights
Balancing Innovation and Rights
Conclusion
Ethical governance in India’s AI era requires robust regulations, public participation, and empathetic leadership to balance innovation with human rights, ensuring inclusive and equitable administration.
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