Governance, Transparency & E-governance
Important aspects of governance, transparency and accountability, e-governance- applications, models, successes, limitations, and potential; citizens charters, transparency & accountability and institutional and other measures.
UPSC questions on Governance, Transparency & E-governance — previous year & Mains practice →
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Articles for this syllabus topic(20)
PHP2Shell Explained: Web Security Flaws, AI and India’s Cyber Preparedness
Two critical PHP flaws, collectively called PHP2Shell, prompted emergency security updates and precautionary website shutdowns worldwide. The episode shows how shared software can spread cyber risks and how AI can aid both vulnerability discovery and exploitation. It offers lessons for India’s digital public services, incident response and open-source software governance.
SBI Data Leak Explained: Bank Cybersecurity and India’s Data Protection Framework
SBI’s disclosure of exposed customer records highlights the risks of banking-data leaks. The incident brings cybersecurity, privacy, regulatory reporting and institutional accountability into focus.
Global AI Governance Explained: UN AI Panel, Trusted AI Commons & the Global South
The architecture for the global governance of Artificial Intelligence is taking concrete shape in 2026. The United Nations General Assembly has appointed the first-ever Independent International Scientific Panel on Artificial Intelligence, with IIT Madras professor B. Ravindran as its only Indian member, and the first session of the new Global Dialogue on AI Governance is scheduled for July 2026 in Geneva. Alongside this, the India AI Impact Summit 2026 in New Delhi produced the Trusted AI Commons and the New Delhi Declaration on AI Impact, foregrounding the interests of developing nations. This article explains what these institutions are, why a global governance system for AI is needed, the risk of "digital colonies", and how India is positioning itself as a bridge for the Global South.
Explained: India’s AI Growth Path and the Need for Responsible AI Governance
A recent Indian Express interview with lawyer and anthropologist Petra Molnar discussed the AI Resist List and warned that AI-led growth narratives can hide issues of invisible labour, data extraction, surveillance, digital infrastructure and democratic accountability. The debate is significant for India as it expands the IndiaAI Mission, data centres, AI compute capacity and digital public infrastructure.
Claude Fable 5 and Mythos AI: Why Frontier AI Safety Matters for India
Anthropic has released Claude Fable 5, a publicly available version of its more powerful Mythos-class AI model, while keeping Claude Mythos 5 restricted for selected trusted users because of risks in cybersecurity, biology, chemistry and model misuse. The issue is important for UPSC because it links frontier AI, dual-use technology, cyber security, data protection, responsible innovation, IndiaAI Mission and global AI governance.
Fertiliser Subsidy Burden Set to Double: Hormuz Crisis, Urea Imports & NBS Explained
India's fertiliser subsidy bill for 2026-27 is set to overshoot the Budget Estimate of about Rs 1.71 lakh crore, with the Department of Fertilizers seeking a near-100% hike as the West Asia crisis and the Strait of Hormuz disruption push up the cost of imported urea, DAP and feedstock. State-owned firms have floated fresh import tenders and the government is exploring supplies from Russia. This article explains how India's fertiliser subsidy works, the Nutrient Based Subsidy (NBS) and urea regimes, the DBT mechanism, India's deep import dependence, and the fiscal and policy challenges ahead.
AI Text Detection Explained: 'AI Tells', Machine Learning and the Limits of These Tools
AI authorship is back in the spotlight after the 2026 Commonwealth Short Story Prize was hit by allegations that some winning entries were AI-generated, with an AI detector flagging one Caribbean-winning story as "100% AI". The episode has revived a hard question: can software reliably tell whether a text was written by a human or a machine? This article explains the machine-learning science behind such detectors, the "AI tells" they look for, why the tools are not foolproof (false positives, low-entropy text, code and short text), and what this means for education, writing and publishing — all mapped to the UPSC syllabus.
NFHS-6 Explained: Why 30 Key Indicators on Anaemia, Sex Ratio & Cancer Screening Are Missing, and What "Data Harmonisation" Means
The Ministry of Health and Family Welfare released the National Family Health Survey-6 (NFHS-6, 2023-24) factsheets on 29 May 2026, and the number of indicators has fallen from 131 in NFHS-5 to 101 — with data on anaemia prevalence, sex ratio at birth, infant and child mortality, cancer screening, HIV awareness, clean cooking fuel and sanitation no longer reported. The government calls it "data harmonisation"; critics call it suppression. This article explains what NFHS is, why these indicators were dropped, the meaning of data harmonisation, the role of the Sample Registration System and ICMR, and the survey's key health findings on fertility, obesity and immunisation for the UPSC GS-II Governance and Health syllabus.
CBSE On-Screen Marking (OSM) Explained: Why Class 12 Digital Evaluation Faced Backlash
The Central Board of Secondary Education (CBSE) is facing nationwide criticism after rolling out On-Screen Marking (OSM) — a fully digital answer-sheet evaluation system — for Class 12 board exams for the first time in 2026, amid complaints of low marks, blurred scans, and a crashing re-evaluation portal. This article explains what OSM is, how digital evaluation works, why CBSE adopted it, what went wrong in the rollout, the constitutional and governance questions it raises, and the wider e-governance lessons for India's examination system.
SC's 3-Month Rule for Reserved Judgments Explained: Article 142, Right to Speedy Trial & Article 21
The Supreme Court of India, on 29 May 2026, invoked its extraordinary powers under Article 142 to issue binding, nationwide guidelines directing all High Courts to pronounce reserved judgments within three months, decide bail matters the same or next day, and upload verdicts within 24 hours. Linking judicial delay to a violation of the right to personal liberty under Article 21, the Court created an enforceable accountability framework. This article explains reserved judgments, the Article 142 power, the right to a speedy trial, landmark precedents like Anil Rai and Hussainara Khatoon, and the pendency crisis — everything a UPSC aspirant needs in one place.
ISRO's PSLV-C62 Mission Failure: Understanding Third-Stage Anomaly and Its Impact on India's Space Reliability
India's first space launch of 2026 ended in failure when the PSLV-C62 rocket, carrying 16 satellites including a key earth observation payload, deviated from its path due to a problem in the third stage. This marks the second straight failure for ISRO's trusted PSLV rocket in less than a year, raising questions about its dependability and affecting commercial and strategic goals.
AI-Driven Translations for Indian Parliament Proceedings and Official Documents in All 22 Scheduled Languages from Next Year
Lok Sabha Speaker Om Birla has announced that starting next year, all proceedings in both Houses of Parliament, along with related official paperwork, will be translated into India's 22 scheduled languages using Artificial Intelligence. This step aims to make parliamentary work more accessible to people across the country, marking the first time such full translations will be available to the public. The announcement was made during a press conference ahead of a major international speakers' meeting, highlighting efforts to use technology for better democracy.