Governance, Transparency & E-governance

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.

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.

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.

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 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.

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.

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.

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.

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.

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.

The Supreme Court and several High Courts have increasingly adopted AI-powered tools to tackle persistent issues like case delays, translation barriers, and heavy workloads, with recent implementations showing significant efficiency gains. This comes amid a growing backlog of over 50 million cases across Indian courts, prompting the judiciary to leverage technology for faster justice delivery while maintaining human oversight.

Google DeepMind, in collaboration with Yale University, has unveiled the C2S-Scale 27B AI model, which generated a completely new scientific hypothesis about how certain drugs can make "cold" cancer tumors more detectable by the immune system. This hypothesis was tested and confirmed through lab experiments on living human cancer cells, marking the first time an AI has proposed and validated a novel biological idea in this way. The discovery, announced on October 16, 2025, and detailed in a bioRxiv preprint, highlights AI's potential to speed up cancer drug research by simulating thousands of possibilities virtually before lab work.

On October 20, 2025, Amazon Web Services (AWS) experienced a significant outage due to a DNS resolution issue in its DynamoDB service endpoints, affecting over 1,000 online platforms and services globally. This event disrupted everyday digital activities for millions, from messaging apps to financial transactions, and highlighted the critical role of cloud infrastructure in modern internet operations, prompting discussions on the need for greater diversification in cloud reliance.

The Employees' Provident Fund Organisation (EPFO) has introduced significant reforms to make partial withdrawals easier for its over 30 crore members, as approved in the 238th meeting of the Central Board of Trustees on October 13, 2025. These changes merge complex rules into three simple categories, allow up to 100% withdrawal of eligible balance while requiring a 25% minimum contribution balance, and reduce minimum service periods, aiming to enhance financial flexibility without compromising long-term retirement security.

Indian scientists at the Raman Research Institute in Bengaluru have made a major advance in quantum technology by developing methods to generate and certify truly random numbers using a general-purpose quantum computer. This achievement, led by physicist Urbasi Sinha, is the first of its kind ready for real-world use and could lead to unbreakable digital security systems, especially as quantum computers threaten current encryption methods.

The 2025 Nobel Prize in Physiology or Medicine has been awarded to Japanese scientist Shimon Sakaguchi and American scientists Mary E. Brunkow and Frederick J. Ramsdell for their pioneering discoveries on regulatory T cells. These cells act as essential "security guards" in the immune system, ensuring it fights off harmful invaders like viruses and bacteria without mistakenly attacking the body's own healthy cells. This breakthrough, announced by the Nobel Committee, highlights the mechanism of peripheral immune tolerance and opens new pathways for treating autoimmune diseases and enhancing cancer therapies, addressing a long-standing puzzle in immunology.

Congress leader Rahul Gandhi recently raised serious concerns about an attempt to delete over 6,000 voter names from the electoral rolls in Karnataka's Aland Assembly constituency in 2023. He claimed that fake deletion forms were filed online without the voters' knowledge, mostly targeting Congress supporters, and that the Election Commission of India (ECI) has not shared key details with investigators despite multiple requests. This has sparked a debate on the safety of voter lists and how deletions happen, highlighting potential misuse in the system.

Prime Minister Narendra Modi has introduced sweeping GST reforms aimed at stimulating domestic consumption and economic resilience amid escalating global trade tensions and looming U.S. tariffs. The changes involve streamlining the tax structure, providing immediate relief to consumers and MSMEs, and potentially repositioning India’s growth trajectory.