Are artificial intelligence models susceptible to producing harmful content?
General Findings Relevance : GS 3(Technology) Types of Harmful Content Identified Key Statistics Red Teaming Methodology Detailed Threat Examples Model Versions Tested Company Responses and Industry Context Broader Role of Red Teaming in AI GPT-4.5 Case Study Implications and Recommendations
How is Kerala handling its waste problem?
Why was the Vruthi Campaign Launched? Relevance: GS 2(Governance) ,GS 3(Environment and Ecology) What is the ‘Vruthi’ Campaign? Campaign Features and Strategies Differences from Swachh Bharat Mission (SBM) Vruthi / Kerala Model Swachh Bharat Mission Bottom-up, people-centric Top-down, bureaucratic model Behavioural change focus Infrastructure-focused (toilets, plants) Decentralised, contextual solutions Standardised supply-driven framework Technology-neutral Often tech-specific mandates Decentralised vs. […]
The women who remain largely invisible
Role of Women in Environmental and Development Resistance Relevance : GS 1(Society) ,GS 2(Social Justice) Systematic Exclusion in Decision-Making Legal Protections vs. Reality Climate Change Deepens Gender Inequality FPIC and the Myth of Inclusion Need for Structural Reforms Conclusion: From Invisibility to Leadership
Current Affairs Quiz 12 May 2025

Current Affairs 12 May 2025

Content: The women who remain largely invisible Role of Women in Environmental and Development Resistance Relevance : GS 1(Society) ,GS 2(Social Justice) Systematic Exclusion in Decision-Making Legal Protections vs. Reality Climate Change Deepens Gender Inequality FPIC and the Myth of Inclusion Need for Structural Reforms Conclusion: From Invisibility to Leadership How is Kerala handling its […]
Editorials/Opinions Analysis For UPSC 12 May 2025

Content: Fire and ceasefire Ceasefire Announcement and External Mediation Relevance : GS 2 (International Relations and Governance) Practice Question:Discuss the implications of third-party mediation in bilateral conflicts, with particular reference to the India-Pakistan ceasefire agreement. What are the potential risks of foreign involvement in Kashmir?(250 Words) Trigger and India’s Response Impact on Civilians and Armed […]
PIB Summaries 12 May 2025

Content: India witnesses a steady downward trend in maternal and child mortality towards achievement of SDG 2030 targets India has shown remarkable progress in reducing maternal and child mortality between 2014 and 2021, aligning steadily with SDG 2030 targets. This success is driven by strong policy interventions, improved health infrastructure, and data-driven governance. Relevance : […]
Static Quiz 12 May 2025 (International Relation)

India a part of wider trend of eroding press freedom
General Observations Relevance : GS 2(Polity and Governance) Alarming Trends in India Legal and Institutional Framework Political Disinformation Machinery Press Freedom Threats in Broader South Asia Structural and Economic Challenges Positive Developments Global Context
Banks ready with anti-DDoS to thwart cyberattacks
Context and Urgency Relevance : GS 3(Banking ,Internal Security) Key Directives Issued Preparedness Measures in Place Focus on Uninterrupted Banking Services Insurance Sector Instructions Support to Rural Banking