State of Exception: Addressing Discrimination in India

13 Sep 2026

Tags: International Relations   Global Bodies   Institutional mandates

Source: The Hindu

Context: The UN Committee on the Elimination of Racial Discrimination (CERD), in its first review of India since 2007, expressed “grave concern” over reports of violence and discrimination by law-enforcement agencies against minority ethnic and ethno-religious groups, Dalits and non-citizens.

• India had ratified the International Convention on the Elimination of All Forms of Racial Discrimination (ICERD) in 1968, but CERD noted inadequate updated information on government inquiries and sanctions concerning such allegations.

CERD’s Major Concerns

• Caste-based discrimination: India argued that caste does not fall under Article 1 of ICERD because caste is not synonymous with race; however, CERD’s interpretation covers discrimination based on inherited status.
• Manual sewer cleaning: Continued practice of manual cleaning of sewers despite legal prohibition was flagged as a concern.
• Rohingya Muslims: Concerns include hate speech, poor living conditions and mass refoulement of Rohingya.
• Citizenship and electoral rights: Concerns were raised over mass deprivation of citizenship through the National Register of Citizens (NRC) and large-scale deletions during Special Intensive Revisions (SIR) of electoral rolls.
• Civil society restrictions: Use of laws such as the Foreign Contribution (Regulation) Act (FCRA), Unlawful Activities (Prevention) Act (UAPA), Armed Forces (Special Powers) Act (AFSPA) and Prevention of Money Laundering Act (PMLA) was flagged for allegedly restricting civil society organisations.
• Hate speech: The Bharatiya Nyaya Sanhita (BNS) was criticised for not expressly criminalising racist hate speech.
• Forest governance: The Forest (Conservation) Amendment Act was criticised for exempting certain “national security” projects from consultative decision-making.

Data Deficit and Accountability

• Fragmented institutional remedies, the delayed Census and slow publication of National Crime Records Bureau (NCRB) data have reduced the availability of disaggregated data on disadvantaged communities.
• This data deficit makes it difficult to independently assess government claims regarding progress in combating caste- and faith-based discrimination.
• Existing affirmative measures are based substantially on 2011 Census data, potentially masking changes or deterioration in the socioeconomic conditions of Scheduled Tribes and Adivasis.

Institutional Weaknesses

• The National Human Rights Commission (NHRC) faces concerns regarding its independence and pluralism.
• The Global Alliance of National Human Rights Institutions (GANHRI) recommended downgrading the NHRC in the previous year, citing concerns including the appointment of police officers to investigative roles and inadequate pluralism.
• In this institutional vacuum, international bodies such as CERD are increasingly highlighting issues requiring domestic institutional scrutiny.

What Needs to Be Done?

• Restore NHRC independence and strengthen its institutional capacity.
• Criminalise racist and hate speech more explicitly and ensure effective enforcement against discriminatory violence.
• Strengthen affirmative action and protective measures for historically disadvantaged communities.
• Collect and publish regular, reliable and disaggregated socioeconomic and crime data.
• Improve transparency and accountability in electoral-roll revisions.
• Strengthen enforcement against discriminatory practices while ensuring that laws regulating national security and civil society are not misused.

International Accountability and Civil Society

• India’s attempt to exclude caste discrimination from international scrutiny on a technical interpretation of “race” and its dismissal of CERD’s concerns as politically motivated raise questions about international accountability.
• The issue highlights the importance of civil society, courts, human-rights institutions and multilateral mechanisms in providing checks against state actions that may normalise discrimination.
• India’s democratic commitment requires not merely constitutional equality in principle but effective institutional safeguards against discrimination based on caste, ethnicity, religion and inherited status.

Nepal’s Agony: A Himalayan Warning for India

Source: The Hindu

Tag: GS3 → Environment → Climate Change → Adaptation strategies

 

Context: Recent disasters in Nepal highlight the interconnected and fragile nature of the Himalayan region and the need for India to strengthen preparedness against earthquakes, landslides, glacial hazards and climate-induced disasters.

• The Himalaya span Afghanistan, Pakistan, India, Nepal, Tibet-China and Bhutan and function as a single interconnected geological system rather than isolated national segments.
• The region remains highly vulnerable because of seismic activity, glacial instability, geological turbulence and climate change.

Why the Himalaya Pose a Major Disaster Risk

• The Himalaya are a young and tectonically active mountain system, making the region susceptible to major earthquakes.
• Earthquakes can trigger cascading hazards such as rockfalls, landslides, river-course changes, debris flows and floods, multiplying their impact on settlements and agricultural land.
• Historical events such as the 1934 Nepal–Bihar earthquake and 1950 Assam earthquake demonstrate the potentially catastrophic consequences for densely populated areas.
• The exact location, timing and intensity of major Himalayan earthquakes cannot currently be predicted with precision, making preparedness and resilience crucial.

The Preparedness Gap

• Seismologists have repeatedly warned of the possibility of a major Himalayan earthquake affecting large parts of northern India.
• India has undertaken several disaster-management initiatives, but the key question is whether existing preparedness would adequately protect riverine settlements and other vulnerable populations during a compound disaster.
• The public remains inadequately informed about the risks associated with seismic, glacial, climatic and geological hazards, despite substantial scientific knowledge within India.
• Scientific knowledge needs to move beyond academic and technical circles and become accessible, actionable information for vulnerable communities.

Glacial Lake Outburst Floods (GLOFs)

• GLOF occurs when a glacial lake suddenly releases a large volume of water, often because of failure of a natural moraine dam or triggering events such as earthquakes and avalanches.
• Global warming is increasing the formation and expansion of glacial lakes, potentially increasing GLOF risks in the Himalaya.
• A major concern is the possibility of compound disasters, where an earthquake triggers glacial instability and flooding, or where a GLOF contributes to cascading geological hazards.
• Authorities need to identify GLOF-prone areas, establish early-warning systems and evacuation protocols, and ensure that exposed communities understand how to respond.

Transboundary Risks: China and the Brahmaputra

• Himalayan disasters can have transboundary consequences, as rivers and geological systems do not respect political boundaries.
• The proposed Medog hydropower project at the great bend of the Brahmaputra in Tibet, near the Paizhen Fault, raises concerns about the consequences of a major earthquake in the vicinity.
• A severe seismic event could potentially trigger the release of enormous quantities of water and debris, affecting India’s Northeast.
• India’s engagement with China on border management should therefore also incorporate frank discussion of transboundary disaster risks and hydrological safety.

Key Lessons for India

• Recognise Himalayan risk as a systemic threat: The Himalaya should be treated as one interconnected ecological and geological system.
• Democratise scientific knowledge: Disaster-risk information must reach communities rather than remain confined to experts, seminars and technical reports.
• Strengthen community preparedness: Vulnerable populations should be trained in early warning, evacuation and emergency response.
• Review hazardous infrastructure: Dams, reactors and other major infrastructure located in high-risk zones require urgent seismic and geological safety assessments.
• Decongest vulnerable areas: Human settlements and commercial activity in extremely high-risk zones should undergo calibrated, time-bound relocation or decongestion wherever necessary.
• Retire unsafe infrastructure: Infrastructure that has become an unacceptable hazard despite its intended developmental benefits may need to be modified, decommissioned or dismantled.

Development–Disaster Risk Trade-off

• Infrastructure such as dams and nuclear reactors can provide major developmental benefits but may become catastrophic hazards when located in highly vulnerable geological zones.
• The objective should not be to oppose development per se, but to ensure that development decisions incorporate carrying capacity, seismic vulnerability and cumulative disaster risk.
• The Himalayan region requires a shift from a purely project-centric approach to risk-sensitive development planning.

Way Forward

• Strengthen seismic monitoring, GLOF mapping and multi-hazard early-warning systems.
• Integrate disaster-risk assessments into the planning, construction and operation of dams, hydropower projects, reactors, roads and settlements.
• Improve coordination among earth scientists, disaster-management authorities, local governments and communities.
• Build stronger transboundary disaster-management mechanisms with Himalayan neighbours, particularly for shared rivers and hazards.
• Adopt risk-sensitive urbanisation and infrastructure planning instead of responding only after disasters occur.

Adopting Policies for Reuse of Treated Water

Source: The Hindu

Tag: GS1 → Geography → Resource Distribution → Indian resource distribution

 

Context: The recently notified treated wastewater reuse policies of Uttar Pradesh and Uttarakhand demonstrate how water policies can be context-specific rather than one-size-fits-all.

• The policies recognise differences between hill regions and densely populated plains and incorporate fit-for-purpose reuse, urban planning, river rejuvenation, community participation, blended finance, Public-Private Partnerships (PPPs) and digital monitoring.
• Such approaches are important as Indian States repeatedly face summer water scarcity, groundwater depletion and competing agricultural, industrial and urban demands.

Treated Wastewater: An Untapped Resource

• Treated wastewater can provide a reliable and relatively drought-resilient water source for agriculture, industry, urban landscaping and ecological restoration.
• India’s water security increasingly depends not only on finding new freshwater sources but also on recycling and efficiently reusing existing water.
• Infrastructure creation alone is insufficient: a sewage treatment plant that merely discharges treated water into a drain without productive reuse fails to close the water cycle.

From Treatment to Reuse

• National programmes such as the Atal Mission for Rejuvenation and Urban Transformation (AMRUT) have expanded sewage-treatment infrastructure, but treatment capacity must be connected to actual end-users.
• Mainstreaming reuse requires coordination among departments, appropriate pricing, reliable water-quality standards and city-level reuse plans.
• Fit-for-purpose reuse means treating wastewater to the quality required for its intended use rather than applying the same treatment standard to every application.

National Framework on Safe Reuse of Treated Water, 2022

• The National Framework on Safe Reuse of Treated Water (SRTW), 2022 provides a national framework for transitioning from wastewater disposal to systematic reuse.
• It encourages States to formulate their own context-specific reuse policies, recognising that water management is ultimately local even when policy objectives are national.
• Several States have begun establishing reuse targets and measurable milestones based on this framework.

Why Reuse Makes Economic Sense

• Reusing treated wastewater can strengthen climate resilience and reduce dependence on freshwater, particularly during droughts.
• It can support industrial and urban expansion without proportionately increasing pressure on existing freshwater supplies.
• Large-scale reuse can also contribute to low-carbon urban development by reducing the energy and infrastructure requirements associated with sourcing and transporting freshwater.
• Therefore, treated wastewater should be viewed not merely as a waste-management challenge but as an economic resource.

Institutional and Financial Requirements

• Successful reuse requires utilities, urban departments, irrigation agencies and industries to work in an integrated manner rather than in departmental silos.
• Financing need not depend entirely on new budgetary allocations; convergence with existing government schemes and programmes can create the financial momentum required for reuse projects.
• Blended finance and PPPs can further support investment in treatment, distribution and monitoring infrastructure.

Need for Public Awareness

• Public misconceptions regarding the safety of treated wastewater remain a major barrier to its wider acceptance.
• The SRTW Framework and the Uttar Pradesh and Uttarakhand policies use the term “Apna Jal” (our water) for treated water, highlighting that successful reuse requires a psychological and behavioural shift alongside infrastructure development.
• Public confidence must be built through transparent quality standards, digital monitoring, reliable information and awareness campaigns.

Way Forward

• States should develop context-specific wastewater reuse policies with clear targets and timelines.
• Cities should prepare local reuse roadmaps linking treatment plants with potential agricultural, industrial, urban and ecological users.
• Establish credible quality standards and monitoring systems to ensure safety and build consumer confidence.
• Promote inter-departmental convergence, PPPs and blended financing rather than relying exclusively on government budgets.
• Integrate treated-water reuse with urban planning, groundwater conservation, river rejuvenation and climate-resilience strategies.

OBC Creamy Layer and the Income Test

Source: The Hindu

Tag: GS2 → Social Justice → Vulnerable Sections → Scheme performance

 

Context: The Supreme Court is considering the Centre’s application seeking clarification on its March 11, 2026 judgment concerning the income test used to identify the creamy layer among Other Backward Classes (OBCs).

• The Centre argues that retrospective implementation of the judgment could disturb settled appointments and seniority since 2012 and create a cascading impact across OBC and even Unreserved candidates.
• The case primarily concerns whether parents’ salary income can be used to exclude OBC candidates from reservation when their parents work in Public Sector Undertakings (PSUs) or private employment.

What is the OBC Creamy Layer?

• The creamy layer concept originated in the Supreme Court’s 1992 Indra Sawhney judgment, which upheld OBC reservation while requiring the socially and economically advanced sections within OBCs to be excluded.
• The objective is to ensure that reservation benefits reach genuinely disadvantaged sections rather than being repeatedly captured by relatively privileged OBC families.
• The Department of Personnel and Training (DoPT) laid down exclusion criteria through its 1993 Office Memorandum (OM).

Criteria for Creamy Layer Exclusion

• The 1993 OM provides multiple exclusion categories, including children of certain senior constitutional, judicial, government and armed-forces officers.
• A separate income/wealth test applies to specified categories, including salaried professionals, persons engaged in business, certain property holders and children of parents working in PSUs where equivalence with government posts has not been established.
• The income ceiling, initially ₹1 lakh in 1993, has been revised several times and currently stands at ₹8 lakh per annum, following the 2017 revision.

The Salary-Income Controversy

• Under the 1993 OM, salary income and agricultural income were specifically excluded while applying the income/wealth test; income from sources such as property, business and capital gains was considered.
• A 2004 DoPT letter created ambiguity by appearing to suggest that salary income should be included while determining the income threshold for children of parents employed in PSUs where post equivalence had not been established.
• This resulted in different treatment of OBC candidates depending on whether their parents were employed in government service or PSUs/private organisations.

What Did the Supreme Court Rule in 2026?

• In Union of India v. Rohith Nathan, the Supreme Court held that OBC candidates whose parents work in PSUs or private organisations cannot be subjected to a different income-test treatment merely because their parents are outside government service.
• The Court treated the income/wealth test as a “residual filter” and emphasised that the 1993 framework had consciously excluded salary and agricultural income from the test.
• Applying salary income to PSU/private-sector employees while excluding it for similarly situated government employees amounted to “hostile discrimination” and violated the principle of treating equals equally.
• The Court directed the Centre to implement this interpretation within six months and create supernumerary posts for affected OBC candidates who had been denied consideration solely because their parents’ salaries were counted.

What are Supernumerary Posts?

• Supernumerary posts are additional posts created over and above the sanctioned strength of a service to accommodate persons without displacing those already appointed.
• In this case, they were directed to be used to accommodate affected OBC candidates according to their Civil Services Examination (CSE) ranks and respective examination years.

Why is Retrospective Implementation Difficult?

• The affected cases date back several years, meaning implementation could require reopening settled service allocations and appointments.
• The Centre says retrospective adjustments could generate disputes over service allocation, seniority and subsequent promotions.
• It could also trigger claims from a larger pool of OBC candidates who did not previously approach courts.
• According to the Centre, 22 judgments have already applied the Rohith Nathan principles and 12 new cases have sought reconsideration of OBC non-creamy-layer status.
• The government argues that adjustments benefiting one category could potentially affect other OBC candidates as well as candidates from the Unreserved category.

Centre’s Concern Over the Income Test

• The Centre has argued that salary income may sometimes provide an intelligible basis for distinguishing between OBC candidates with otherwise similar social backgrounds.
• It has also raised the possibility that excluding salary income could result in individuals from families earning very high salaries—even up to ₹1 crore being treated as non-creamy-layer OBC candidates.
• The Centre therefore seeks clarification on the scope and practical application of the judgment rather than simply applying it retrospectively in all cases.

Steps Taken by the Government

• The Ministry of Personnel, Public Grievances and Pensions sought advice from the Ministry of Social Justice and Empowerment on implementing the judgment, since the latter handles policy relating to reservations.
• Initially, the Centre informed the Central Administrative Tribunal (CAT) that it was implementing the March 11 judgment.
• It subsequently approached the Supreme Court, highlighting difficulties arising from retrospective implementation and increasing adjustment claims.
• The Centre has separately sought permission to continue service allocation for CSE 2025 candidates under the earlier interpretation, noting that over 950 candidates were about to begin their Foundation Course.

What Happens Next?

• The Supreme Court has indicated that it will consider constituting a Bench to hear the Centre’s clarification application.
• The Court will have to address both the scope of the March 11 judgment and the practical consequences of applying it retrospectively.
• A key issue is whether the judgment will remain confined to the affected petitioners and similarly situated candidates, or lead to wider reconsideration of creamy-layer determinations made under the earlier interpretation.

Significance

• The case highlights the tension between substantive equality and administrative certainty in implementing reservation policy.
• It also raises a broader question: Should economic income alone determine creamy-layer exclusion, or must income be assessed alongside the parents’ occupation, status and social position?
• The eventual ruling could significantly shape the future interpretation and administration of OBC reservation and the creamy-layer principle.

Worries Behind India’s Robust GDP and Inflation Data

Source: The Indian Express

Tag: GS3 → Economy → Planning & Growth → Economic growth

 

Context: Despite global disruptions arising from the West Asia conflict, India’s macroeconomic indicators have remained stronger than initially expected.

• GDP growth has remained above 7%, while inflation has stayed relatively contained and the current account deficit (CAD) remains low.
• However, the headline numbers may conceal vulnerabilities, particularly because services are currently supporting growth, containing inflation and financing the external deficit.

Why Did Growth Remain Resilient?

• Monetary easing: The Reserve Bank of India (RBI) reduced the repo rate by 125 basis points between December 2024 and December 2025, lowering borrowing costs and supporting consumption and investment; monetary-policy transmission generally takes a few quarters.
• Goods and Services Tax (GST) cuts: Lower GST rates reduced prices, increased purchasing power and supported economic activity.
• Higher exports to the US: Removal of certain tariffs supported India’s exports to the United States.
• Front-loading of production: Manufacturers increased production in anticipation of possible future energy-supply constraints.
• HSBC’s growth indicators suggested 7–7.5% GDP growth in Q1, while SBI projected around 8% growth.

Services Sector: The Key Stabiliser

• Services account for around 55% of India’s GDP, making the sector crucial for overall growth and inflation outcomes.
• Strong services activity is currently helping India maintain high growth while keeping inflation relatively low.
• Services exports, particularly software and other business services, also generate foreign exchange and help contain the current account deficit.
• Thus, the resilience of the services sector is central to India’s present “Goldilocks” macroeconomic picture.

Inflation: Low Headline, Divergent Components

• Retail Consumer Price Index (CPI) inflation has increased from October but remains close to the RBI’s 4% target.
• The unusual feature is that inflation remains contained despite reasonably strong demand and supply-side pressures.
• Food and non-food goods inflation were already averaging around 5.4% year-on-year in July, indicating underlying price pressures.
• Headline inflation remains restrained largely because services inflation is unusually low at around 2.5%.
• If services inflation rises as economic activity strengthens, headline inflation could increase rapidly, potentially requiring tighter monetary policy.

Current Account Deficit (CAD)

• The current account records net transactions involving goods, services, income and transfers between India and the rest of the world.
• A Current Account Deficit (CAD) occurs when the country’s external payments exceed its receipts on the current account.
• India traditionally runs a large goods trade deficit, as merchandise imports exceed exports.
• This deficit is partly offset by services exports and remittances from Indians working abroad.
• Despite strong growth and costlier imports, India’s CAD remains relatively contained at around 0.3% of GDP, according to the cited RBI data.

Why the CAD Could Worsen

• The apparent stability of the CAD is partly because rising services exports and remittances are compensating for the widening goods trade deficit.
• Services-export growth has already moderated, raising questions about how long services can continue financing the merchandise deficit.
• Uncertainty over the impact of Artificial Intelligence (AI) on India’s services exports adds another risk to this external-balance model.

Risks to GDP Growth

• Rising credit growth does not necessarily indicate broad-based economic strength; part of it is being driven by the government’s credit-guarantee scheme for small firms, higher working-capital requirements due to commodity prices and rapid growth in gold loans.
• Rapid expansion of gold loans can sometimes indicate financial stress among borrowers rather than healthy investment demand.
• The current front-loading of manufacturing production could be followed by a period of weaker activity once inventories and advance production are exhausted.
• A stronger El Niño could adversely affect agricultural production, weakening overall growth.

The “Goldilocks” Scenario and Its Vulnerabilities

• Goldilocks economy refers to an economic situation characterised by strong growth, low inflation and relatively stable external balances.
• India currently appears close to this situation, but the stability is not necessarily broad-based or permanent.
• The economy’s resilience is heavily dependent on the services sector for growth, low inflation and foreign-exchange earnings.
• A rise in services inflation could force the RBI to raise interest rates, potentially slowing economic growth.
• A slowdown in services exports could simultaneously weaken the current account position and external-sector resilience.

Key Takeaway

• India’s strong GDP and low headline inflation should not be interpreted as the absence of economic risks.
• The present stability rests significantly on the services sector, which is simultaneously supporting growth, containing inflation and offsetting the goods trade deficit.
• The sustainability of India’s macroeconomic resilience will therefore depend on whether services growth remains strong, services inflation stays moderate and services exports continue to finance the widening merchandise deficit.

ChatGPT for Teens: Challenges for Indian Users

Source: The Indian Express

Tag: GS3 → Science & Technology → Emerging Tech → Information technology

 

Context: OpenAI has launched ChatGPT for Teens, an age-appropriate experience designed for users under 18.

• It is not a separate app or website; teenagers continue using regular ChatGPT, but additional safeguards are automatically enabled when OpenAI determines that a user is under 18.
• OpenAI does not permit children below 13 years to use ChatGPT.
• The initiative responds to growing teenage use of AI for learning, information, productivity, emotional support and companionship, raising concerns about safety in sensitive conversations.

How Does OpenAI Determine Age?

• OpenAI uses information associated with an account, including the user’s stated or verified age, along with an age-prediction system.
• The system considers signals such as account age, typical usage times, conversation topics and patterns of use.
• When the system is uncertain about a user’s age, OpenAI says it defaults to the under-18 experience.
• The system is designed to distinguish users based on their accounts rather than simply the device being used, allowing different age-appropriate experiences on a shared device.

Why India Presents a Unique Challenge

• Many Indian teenagers use technology in shared, multilingual and mediated environments, unlike the single-user, privately owned devices often assumed by digital safety systems.
• The RATI Foundation’s Ideal Internet 3.0 study (2025) found that 62% of surveyed Indian teenagers used shared devices.
• 42% reported that other people operated their social-media accounts, while 56% said they could log into someone else’s account.
• Such practices make it difficult for an account-based system to accurately determine who is actually using the account at a particular time.
• The challenge is particularly significant in rural and low-income households, where access to personal digital devices and accounts is more limited.

Parental Controls: The Access Gap

• Parents can link their ChatGPT account with their teenager’s account through an email invitation and subsequently manage features such as quiet hours and certain settings, while receiving safety notifications.
• However, parental controls that depend on individual accounts and email access may be less accessible to teenagers from lower-access households.
• The RATI study found that only around half of surveyed teenagers had a personal email ID, with the proportion falling to 28% among rural, low-income teenagers.
• Thus, a safeguard designed to improve parental oversight could itself create unequal access to safety features.

Mental Health: A Major Safety Concern

• Teenagers increasingly use AI chatbots for emotional support and companionship, making mental-health safety particularly important.
• A joint assessment by Common Sense Media and Stanford Medicine’s Brainstorm Lab for Mental Health Innovation found that leading AI chatbots often failed to appropriately recognise signs of mental-health distress, including indirect disclosures.
• Chatbots performed better with explicit, single-turn prompts but became less reliable during longer conversations.
• This is significant because real-world interactions are often extended and conversational rather than isolated questions.

Risk of Emotional Dependence

• Features that make chatbots engaging—such as empathetic responses, follow-up questions and conversational memory—can encourage vulnerable teenagers to increasingly depend on AI for emotional support.
• Safety therefore cannot be assessed merely by testing individual responses; it must examine how the system behaves during sustained interactions.
• This is particularly important where professional or human intervention may be required for serious mental-health concerns.

OpenAI’s Safeguards

• OpenAI says ChatGPT for Teens is subject to ongoing safety research, red-teaming, evaluations and adversarial testing.
• Teen-specific evaluations reportedly cover areas such as self-harm, eating disorders, violence, age-restricted goods and services, and sexual content.
• The system includes break prompts during unusually long active sessions and safeguards intended to reinforce real-world support and reduce emotional dependence.

Need for Real-World Testing

• Experts argue that safety should be evaluated on the actual product used by teenagers, rather than testing an AI model in isolation through an Application Programming Interface (API).
• Conventional AI safety benchmarks often rely on single-turn conversations, which may not capture risks emerging through prolonged interactions.
• Therefore, testing should incorporate realistic, multilingual, sustained and context-rich interactions, particularly those reflecting Indian teenagers’ actual digital environments.

Key Challenges for India

• Shared devices and accounts can undermine reliable age identification.
• Multilingual usage creates additional challenges for safety systems designed around dominant-language interactions.
• Unequal access to personal email IDs and devices can limit the effectiveness of parental controls.
• Indirect expressions of distress may be missed by AI systems.
• Long-term interactions can create risks that single-prompt safety evaluations fail to detect.
• Emotional dependence on AI may become a concern when chatbots are perceived as substitutes for human support.

Way Forward

• Age-assurance systems should be designed for shared-device and shared-account environments, particularly in developing-country contexts.
• Safety evaluations should use long-duration, multilingual and culturally relevant interactions, rather than relying primarily on isolated prompts.
• Parental controls should remain accessible even for families with limited digital resources.
• AI platforms should strengthen mechanisms that direct teenagers toward parents, teachers, counsellors and other real-world support systems when necessary.
• India-specific AI safety frameworks should account for its digital-divide, linguistic diversity, household technology-sharing patterns and varying levels of parental digital literacy.

Meta’s US Settlement and the Changing Accountability of Big Tech

Source: The Indian Express

Tag: GS3 → Science & Technology → Emerging Tech → Information technology

 

Context: Meta has reached a settlement with 29 U.S. states over the potential harm its platforms may cause children.

• Meta could pay up to $18 billion over a decade and introduce restrictions on Facebook and Instagram for users under 18.
• Although Meta has denied wrongdoing, the settlement signals a broader shift: children’s online safety is increasingly being treated as a responsibility of technology companies, not merely of parents and users.

Key Measures in the Settlement

• Daily usage limits: Under-18 users would face a two-hour daily limit.
• Night-time curfew: Platform access would be restricted between midnight and 6 a.m.
• Stronger age verification: Platforms would strengthen mechanisms for determining users’ ages.
• Default safety settings: Greater protection would be enabled automatically rather than requiring users to opt in.
• Reduced school-hour notifications: Notifications would be restricted during school hours to reduce distractions and engagement.

Why Does Product Design Matter?

• Social-media platforms operate within an engagement economy, where user attention and time spent on platforms have significant economic value.
• Features such as infinite scroll, personalised recommendations, notifications, likes and streaks are designed to encourage continued engagement and repeated visits.
• Personalised feeds continuously provide new content, making it difficult for users to naturally disengage.
• Consequently, excessive use cannot always be attributed simply to lack of self-control or inadequate parental supervision; the design of the product itself can influence behaviour.

Shift in the Burden of Responsibility

• Technology companies have traditionally placed much of the responsibility for excessive use on parents monitoring children and users exercising self-control.
• The settlement moves accountability “upstream”, towards companies that design and financially benefit from highly engaging digital systems.
• This establishes the principle that companies may have responsibilities not only for illegal content, but also for potentially harmful consequences arising from the design and functioning of their platforms.

Why This Matters for Children

• Children may be particularly vulnerable to attention-capturing design, excessive screen use and algorithmically personalised content.
• A system that expects children to actively opt out of potentially harmful features places the burden on the more vulnerable party.
• Safety-by-default therefore becomes important: stronger safeguards should operate automatically for minors rather than requiring children or parents to discover and activate them.

Lessons for India

• India is also considering how to regulate children’s access to social media, making the U.S. settlement a relevant policy reference.
• A regulatory framework based exclusively on parental supervision could produce unequal protection because families differ in digital literacy, available time and household resources.
• Indian regulation could instead impose greater platform-level responsibilities, including:
  • Safer default settings for minors.
  • Greater transparency and accountability for recommendation algorithms.
  • Stronger age-assurance mechanisms.
  • Restrictions on engagement-maximising features for children.
  • Greater control over notifications and personalised content.

The Larger Regulatory Question

• Regulation must move beyond asking whether children can control their own screen time and examine why platforms are designed to make disengagement difficult.
• Key policy questions include whether engagement-maximising feeds should be the default for children, whether personalisation should require meaningful consent, and whether platforms should bear responsibility for designing systems that encourage prolonged use.
• The broader principle is “safety by design”: digital platforms should incorporate child safety into their architecture rather than leaving protection primarily to individual users.

Significance for AI and Digital Governance

• The Meta settlement reflects a wider global movement towards making technology companies accountable for the social consequences of product design.
• It could influence debates on algorithmic accountability, child online safety, platform regulation and corporate responsibility.
• For India, the challenge is to balance children’s protection, digital freedom, privacy, innovation and access to online platforms without placing the entire regulatory burden on families.

Unlocking India’s Soft Power through Saptadhara

Source: The Indian Express

Tag: GS2 → International Relations → Foreign Policies → External policy impacts

 

Context: Prime Minister Narendra Modi introduced Saptadhara from the Red Fort on August 15, identifying seven streams of national strength to support the goal of Viksit Bharat.

• Soft power is one of these streams and refers to the ability of a country to influence others through attraction, admiration and persuasion rather than coercion.
• The concept was developed by American political scientist Joseph S. Nye Jr.

India’s Existing Soft Power Assets

• India possesses substantial soft-power resources rooted in its civilisational heritage, cultural diversity and knowledge traditions.
• Yoga has become a globally recognised cultural and wellness practice, while Ayurveda contributes to India’s image as a source of traditional health knowledge.
• Spiritual centres and traditions attract people seeking peace and philosophical engagement.
• Festivals, literature, music, dance and cinema provide avenues for cultural exchange across linguistic and geographical boundaries.
• Indian cuisine, handicrafts and handlooms showcase the country’s cultural diversity and traditional skills.
• India’s democratic institutions, scientific achievements, digital public infrastructure, space programme and global diaspora further contribute to its international image.

The Soft-Power Paradox

• India possesses considerable cultural capital but lacks a coherent institutional system to convert cultural assets into global influence, economic value and sustainable livelihoods.
• Cultural recognition does not automatically translate into income for artists, artisans and traditional knowledge-holders.
• Therefore, India’s challenge is not to create new soft power but to organise, connect, commercialise and protect its existing soft-power resources.

District-Level Soft-Power Plans

• Each district could prepare a Soft Power and Creative Economy Plan identifying local artists, artisans, writers and other cultural workers.
• These stakeholders should be connected with training, technology, finance, intellectual-property protection, domestic markets and international opportunities.
• The traditional guru-shishya system can be modernised through institutional support while preserving its authenticity.
• Schools and universities should expose students to India’s cultural diversity and traditional knowledge systems.

Soft Power as an Employment Generator

• The creative economy can generate substantial employment through sectors such as tourism, cinema, music, fashion and education.
• Government support should focus on initial investment, quality standards, market linkages and public procurement, wherever feasible.
• Cultural workers should gradually become capable of generating sustainable incomes rather than remaining dependent primarily on grants.
• A proposed national mission could target the creation of 1 crore jobs across tourism, arts, media and the wider creative economy.

Role of Indian Missions Abroad

• Indian diplomatic missions can help cultural practitioners access international markets, exhibitions, tours, publishing opportunities and collaborations.
• Diplomacy can simultaneously promote Indian culture and Indian creative businesses, thereby linking cultural diplomacy with economic diplomacy.
• Success should be assessed through tangible outcomes such as livelihoods created, international opportunities secured and market access achieved, rather than merely the number of cultural events conducted.

Youth, Technology and Cultural Innovation

• Young Indians should be positioned not merely as consumers of heritage but as creators and innovators.
• Digital platforms and emerging technologies can help young creators take Indian stories, art forms and cultural traditions to global audiences.
• Combining traditional knowledge with technology and contemporary creative industries can make heritage economically viable while keeping it relevant to younger generations.

Saptadhara and India’s Soft-Power Strategy

• Saptadhara can provide a framework for connecting culture, skills, livelihoods, markets and global influence.
• The approach can be understood as a progression: Kala (art) → Kaushal (skill) → Kamai (earning) → Rozgar (employment) → Bazaar (market) → Vishwaprabhav (global influence).
• Such an approach can ensure that communities preserving India’s cultural heritage receive dignified livelihoods, while young people inherit both cultural identity and economic opportunities.

Way Forward

• Develop district-level creative-economy and soft-power strategies.
• Strengthen intellectual-property protection for traditional cultural products and knowledge.
• Improve access to finance, technology, skills and domestic/international markets for cultural workers.
• Integrate cultural diplomacy with trade and economic diplomacy through Indian missions abroad.
• Promote youth-led cultural entrepreneurship using digital technologies.
• Measure soft-power initiatives through employment, income, exports, international collaborations and global reach.

Why Regulators Are Tightening the Cybersecurity Net Around India’s Financial Sector

Source: The Indian Express

Tag: GS3 → Internal Security → Cyber & Media → Digital threats

 

Context: The rapid spread of Artificial Intelligence (AI) is increasing the scale and sophistication of cyber fraud, prompting the Reserve Bank of India (RBI) and Securities and Exchange Board of India (SEBI) to strengthen cybersecurity oversight.

• Emerging threats include AI-generated deepfakes, voice impersonation, sophisticated digital scams and attacks on critical financial infrastructure.
• The regulatory focus is shifting from merely preventing cyber incidents to building measurable resilience, early-warning systems and rapid response mechanisms.

SEBI’s IT Resilience Index

• SEBI has introduced an IT Resilience Index (ITRI) for Market Infrastructure Institutions (MIIs) such as stock exchanges and clearing corporations.
• MIIs are critical to financial markets; disruption, degradation or compromise of their IT systems can affect trading and overall market stability.
• ITRI converts cybersecurity preparedness into a measurable and board-level accountable framework.

ITRI Parameters

• Availability and security: 20% each.
• Integrity, governance, reliability and monitoring, modularity and flexibility, and business continuity: 10% each.
• Scalability and other requirements: 5% each.
• MIIs must calculate the index every six months, within 60 days of the end of each half-year, and submit a comparative analysis of two consecutive half-years along with corrective measures.

Standardised Cyber-Incident Reporting

• SEBI has aligned its cyber-incident reporting portal with the standardised Format for Incident Reporting Exchange (FIRE).
• The format allows incidents to be reported progressively—from initial reporting to intermediate updates and final closure.
• This recognises that complete information may not be available when an incident is first detected and enables regulators to monitor the entire incident life cycle.

RBI’s Strengthened Cybersecurity Framework

• The RBI has introduced a comprehensive cybersecurity framework for banks and financial institutions, with greater emphasis on institutional accountability.
• Key requirements include board-level oversight, dedicated Information Technology (IT) risk committees and tighter cyber-incident reporting.
• Financial entities are required to report cyber incidents within a six-hour window, strengthening the speed of regulatory response.
• The RBI has also expanded its fraud-compensation framework to cover a wider range of victims and newer forms of digital fraud.

The “Kill Switch” Concept

• The RBI has considered a “kill switch” mechanism through which customers can rapidly freeze financial transactions when fraud is detected.
• Similar mechanisms are being examined in the securities market as part of SEBI’s emerging AI-related regulatory framework.
• Such mechanisms aim to limit losses by enabling rapid interruption of suspicious financial activity.

How AI Is Raising Cyber Risks

• AI allows fraudsters to automate and scale attacks that previously required significant time and expertise.
• Deepfake voices and other synthetic media can potentially be used to impersonate individuals and bypass identity or Know Your Customer (KYC) verification processes.
• AI can also make cyberattacks more adaptive by analysing patterns and exploiting vulnerabilities across financial institutions.
• As financial systems become increasingly technology-driven, cyber incidents can potentially have system-wide consequences rather than remaining isolated fraud events.

SEBI’s Emerging AI Oversight

• SEBI has been examining ways to strengthen surveillance of AI-driven risks and suspicious market activity.
• It has already deployed AI models to identify unusual trading patterns and is developing specialised teams for AI-related functions, including corporate investigations.
• The regulator has also indicated the need for continuous monitoring and early-warning systems as AI technology evolves.

Why Cyber Resilience Matters

• Cybersecurity focuses primarily on preventing unauthorised access, attacks and data compromise.
• Cyber resilience goes further by ensuring that critical systems can withstand disruption, continue essential operations, recover quickly and learn from incidents.
• The shift towards resilience is particularly important for financial markets because even temporary disruption to exchanges, clearing systems or banking infrastructure can undermine public confidence and financial stability.

Key Challenges

• Cyber threats are evolving rapidly alongside AI and other emerging technologies, making static regulatory frameworks inadequate.
• Regulators must balance strong oversight with technological innovation without creating excessive compliance burdens.
• Financial institutions need continuous investment in technology, skilled cybersecurity personnel, monitoring systems and incident-response capabilities.
• AI-based security tools themselves require careful oversight because poorly governed AI systems can introduce new risks, biases or vulnerabilities.

Way Forward

• Strengthen board-level accountability for cybersecurity and technology risks.
• Institutionalise continuous monitoring, early-warning mechanisms and regular resilience assessments.
• Develop rapid-response tools such as transaction freeze/kill-switch mechanisms for confirmed or suspected fraud.
• Ensure standardised and time-bound cyber-incident reporting across the financial ecosystem.
• Continuously update regulatory frameworks to address deepfakes, AI-enabled fraud and emerging cyber threats.
• Improve coordination among RBI, SEBI, financial institutions, cybersecurity agencies and technology providers.

Key Takeaway

• India’s financial-sector regulation is moving from a reactive cybersecurity approach to proactive cyber resilience.
• The growing use of AI means regulators must ensure that financial infrastructure is not only secure but also measurable in its resilience, capable of early detection and able to recover rapidly from sophisticated attacks.

India–Uzbekistan: Comprehensive Strategic Partnership [Prelims Bits]

Source: The Hindu

Tag: Prelims → Current events of national and international importance

Context: India and Uzbekistan upgraded ties to a Comprehensive Strategic Partnership, with cooperation expanding to uranium, critical minerals, defence, connectivity and digital payments.

• Trade target: $5 billion/year by 2030; current trade >$1 billion.
• Uranium: Framework for long-term uranium supply from Uzbekistan to India for civil nuclear cooperation.
• Critical minerals: Joint projects in geological exploration, mining, mineral processing and integrated value chains.
• Defence: Focus on direct linkages, co-production and co-development between defence industries.
• UPI–UZQR:NPCI International Payments Ltd (NIPL) + Uzbekistan’s National Interbank Processing Centre JSC to enable Indian UPI apps to scan Uzbekistan’s UZQR for merchant payments.
• Buddhist heritage: Conservation of Fayaz Tepa and Kara Tepa, ancient Buddhist monastic sites in southern Uzbekistan, associated with the Silk Road.
• Aral Sea: India announced a $1 million grant for afforestation in the Aral Sea region.
• Institutional mechanism: India–Uzbekistan Joint Commission to be elevated from Secretary-level → Ministerial-level.
• 15 years: 2026 marks 15 years of the India–Uzbekistan Strategic Partnership.
• Uzbekistan: Central Asian, landlocked and doubly landlocked country; borders Kazakhstan, Kyrgyzstan, Tajikistan, Afghanistan and Turkmenistan.

Drug-Free Youth, PM SVANidhi & Mission ShaktiSAT [Prelims Bits]

Source: The Hindu

Tag: Prelims → Current events of national and international importance

Context: In Mann Ki Baat, PM Modi highlighted drug-abuse prevention, women’s financial empowerment and girls’ participation in space technology.

• PM SVANidhi: Central scheme providing collateral-free working-capital loans to urban street vendors/hawkers.
  • ~46% beneficiaries are women; ~35 lakh women have benefited.
• Mission ShaktiSAT: Initiative providing satellite-technology learning opportunities to 12,000 girl students from 108 countries.
  • Phase II: Launched on 23 August (National Space Day) at Gautam Buddha University, Greater Noida.
  • Aim includes developing a satellite through participation of female students for lunar orbit.
• National Space Day: 23 August, commemorating the Chandrayaan-3 soft landing on the Moon (2023).
• PM SVANidhi is implemented by the Ministry of Housing and Urban Affairs (MoHUA) and targets the livelihood needs of urban street vendors.

Indian Standard Time (IST) as Common National Time Reference [Prelims Bits]

Source: The Hindu

Tag: Prelims → General Science

Context: The Centre notified the Legal Metrology (Indian Standard Time) Rules, 2026 to make IST the single official time reference across India.

• Nodal Ministry: Ministry of Consumer Affairs, Food & Public Distribution.
• Notification: 27 August 2026.
• Coverage: IST mandatory for legal, administrative, commercial and official purposes.
• Implementation: Rules come into force 180 days after Gazette publication.
• Importance: Ensures synchronised time-stamping for banking/digital payments, telecom, railways, aviation, power grids, computer networks and government records.
• Strategic aspect: Government is developing infrastructure to disseminate accurate IST through Indian institutions and legal metrology laboratories, reducing dependence on foreign satellite-based time sources.
• IST = UTC + 5:30 hours.
• IST is based on the 82°30′ E longitude, passing near Mirzapur, Uttar Pradesh.
• CSIR-National Physical Laboratory (NPL), New Delhi maintains India’s official national time standard.

Solar Flares: Early Warning Signs [Prelims Bits]

Source: The Hindu

Tag: Prelims → General Science

Context: Aditya-L1 observations identified small, short-lived brightening events in the Sun’s atmosphere occurring hours before major solar flares, potentially aiding solar-flare forecasting.

• Mission:Aditya-L1 — India’s first dedicated solar mission; positioned around Sun–Earth L1 point.
• SUIT (Solar Ultraviolet Imaging Telescope):
  • Observes the Sun in 11 near-ultraviolet (NUV) filters.
  • Studies layers from upper photosphere to chromosphere.
  • NUV is largely inaccessible from Earth’s surface because the atmosphere absorbs much UV radiation.
• SoLEXS:Solar Low Energy X-ray Spectrometer — observes low-energy X-rays.
• HEL1OS:High Energy L1 Orbiting X-ray Spectrometer — observes high-energy X-rays from energetic solar processes.
• Finding: Pre-flare transient brightening events cluster around the location where major flares subsequently occur, indicating small-scale magnetic-energy release before large flares.
• Significance: Could improve space-weather forecasting, helping protect satellites, astronauts, communication systems and other critical infrastructure.
• Solar flare: Sudden, intense release of magnetic energy in the Sun’s atmosphere, producing enhanced electromagnetic radiation, particularly X-rays and ultraviolet radiation.

Context: Icelandic voters rejected a proposal to restart negotiations for European Union (EU) membership, with 52.8% voting against it.

• Referendum: Asked whether Iceland should resume EU accession negotiations.
• Result:No – 52.8%; Yes – 47.2%; turnout >82%.
• Key issue: Concern over maintaining national control over fisheries, a major Icelandic economic resource.
• Geopolitical context: Debate also linked to security concerns involving Greenland and U.S. strategic interests.
• Iceland:Volcanic island nation in the North Atlantic; population ~400,000.
• NATO: Iceland is a NATO member but not an EU member.
• Iceland and EU: Iceland is part of the European Economic Area (EEA) and Schengen Area, despite not being an EU member. It previously applied for EU membership and accession negotiations began in 2010, but were suspended in 2015.

 

India’s Proposed New Bilateral Investment Treaty (BIT) Framework [Prelims Bits]

Source: The Hindu

Tag: Prelims → Economic and Social Development

Context: India is considering a re-modelling of its BIT framework, including a narrowly defined qualified Most-Favoured-Nation (MFN) provision to balance investor protection with India’s regulatory interests.

• Qualified MFN: May give foreign investors specified additional benefits available under India’s other treaties, but does not permit broad claims based on third-country treaties.
• MFN rule: India’s 2015 Model BIT removed the earlier open-ended MFN approach.
• Investor–State Dispute Settlement (ISDS): Proposed domestic litigation window may be reduced from 5 years → 1 year.
• Post-BIT protection: Proposed to increase from 5 years → 10 years after treaty termination/expiry.
• Definition of investment: Proposed to expand to include portfolio investments and other financial assets.
• Third-party litigation funding: Proposed to be prohibited.
• Fair and Equitable Treatment (FET): The open-ended FET standard of the earlier framework will not be restored.
• MFN principle: Generally requires a country to accord investors/trading partners treatment no less favourable than that given to comparable investors/partners from another country. A qualified MFN limits this obligation to specifically defined circumstances.