UPSC CARE Mains Practice 11th November 2025
Mains Practice Questions for the Day
- Discuss the significance of India’s AI Governance Guidelines (2025) in balancing innovation with accountability. How can India ensure ethical and inclusive AI governance?
- The Supreme Court’s 2025 order directing the removal of stray dogs from public spaces has reignited debates on reconciling public safety with animal welfare and legal compassion.” Critically analyse the challenges and policy measures needed for humane and effective stray dog management in India.
1Q. Discuss the significance of India’s AI Governance Guidelines (2025) in balancing innovation with accountability. How can India ensure ethical and inclusive AI governance?
Relevance: GS Paper-3(S&T), GS Paper-4(Ethics)
Introduction:
The India AI Governance Guidelines (2025) released by the Ministry of Electronics and Information Technology (MeitY) mark India’s first comprehensive framework for regulating Artificial Intelligence (AI). Guided by the principle of “Do No Harm”, the framework aims to balance innovation, safety, and accountability while positioning India as a responsible global AI leader ahead of the AI Impact Summit 2026.
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1. Significance of the Guidelines:
- Human-centric approach: The guidelines emphasise fairness, transparency, and inclusivity in AI development and deployment.
- Balanced Regulation: Instead of a standalone AI law, India relies on existing laws like the IT Act (2000) and Digital Personal Data Protection Act (2023) — ensuring flexibility and avoiding over-regulation.
- Institutional Framework: Establishment of the AI Governance Group (AIGG), AI Safety Institute (AISI), and Technology & Policy Expert Committee (TPEC) ensures a coordinated, “whole-of-government” oversight.
- Infrastructure and Access: Initiatives such as AIKosh, subsidised GPU access, and integration with Digital Public Infrastructure (Aadhaar, UPI) strengthen AI capacity.
- Risk Mitigation: Introduction of an India-specific risk assessment framework and a National AI Incident Database enables accountability.
- Ethical Concerns: Provisions for AI content labelling, copyright reforms, and grievance redressal protect users from misinformation and bias.
2. Ensuring Ethical and Inclusive Governance:
- Promote AI literacy and capacity building through the IndiaAI Mission.
- Strengthen indigenous LLMs to safeguard data sovereignty.
- Encourage voluntary ethical codes, algorithmic audits, and transparent reporting.
- Integrate cultural and linguistic diversity in AI datasets for equitable inclusion.
- Foster international collaboration on AI safety standards.
Conclusion:
The India AI Governance Guidelines mark a decisive shift from reactive regulation to proactive governance, enabling innovation while safeguarding citizens’ rights. By focusing on accountability, inclusivity, and human-centric ethics, India can build a globally trusted AI ecosystem—an approach defining the “Responsible AI for Bharat” vision.
2Q.The Tropical Forests Forever Facility (TFFF), launched at COP30, represents a major shift in global forest finance from donor-driven aid to performance-based climate cooperation.” Discuss its significance, key features, and challenges in ensuring equitable and sustainable forest conservation.
Relevance: GS Paper-3(Environment),
Introduction:
The Tropical Forests Forever Facility (TFFF), launched at COP30 in Belém, Brazil (2025), is a Brazil-led global fund to finance the conservation of tropical forests through performance-based payments. With participation from 53 countries, it aims to mobilize USD 125 billion from sovereign, philanthropic, and private investors, marking a shift from donor-based to self-sustaining climate finance.
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Significance
- Global South Leadership:
Led by Brazil, the TFFF empowers developing nations like Indonesia and DRC to design and manage global forest finance, promoting climate equity. - Innovative Financing:
Operates via the Tropical Forest Investment Fund (TFIF), investing in green bonds and excluding fossil-fuel assets; rewards countries USD 4 per hectare of protected forest. - Ecosystem Valuation:
Recognizes standing forests as economic assets providing carbon, water, and biodiversity services. - Inclusion of IPLCs:
At least 20% of payouts go to Indigenous Peoples and Local Communities, ensuring climate justice. - Complementary Mechanism:
Works alongside REDD+ and the Green Climate Fund, offering long-term, non-debt-creating finance.
Key Features
| Aspect | Details |
| Scale | Supports 1 billion hectares across 70 tropical nations |
| Monitoring | Satellite-based canopy verification |
| Funding Mix | Sovereign + private capital in 1:4 ratio |
| Governance | Equal representation of forest & sponsor countries; World Bank as trustee |
| Safeguards | Excludes coal, oil, gas, deforestation-linked sectors |
India’s Role
- Joined as an observer, supporting equitable climate finance.
- Highlighted need for early net-zero by developed nations and adaptation finance.
- Achieved 36% emission intensity reduction (2005–2020) and created 2.29 billion tonnes CO₂ sink, aligning with TFFF goals.
Challenges
- Verification Issues: Accuracy of satellite data at community level.
- Financial Stability: Dependent on investor confidence and returns.
- Equitable Access: Risk of elite capture; weak governance in recipient states.
- Coordination: Requires alignment across 50+ nations and agencies.
Way Forward
- Ensure transparent governance with IPLC representation.
- Promote South–South cooperation for shared best practices.
- Integrate TFFF with NDCs and One Planet Finance System.
- Strengthen capacity-building for carbon accounting and monitoring.
Conclusion:
The TFFF is a transformative initiative redefining forest finance by rewarding conservation, not exploitation.
Its success depends on transparency, inclusion, and financial resilience, potentially making it the “Paris Agreement for Forests” — a global model for nature-positive and equitable climate action.