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  • Freedom of Speech – Defamation, Sedition, etc.

    Section 152 of BNS should not become a proxy for sedition

    Explained | Polity | Mains Paper 2: Indian Constitution – historical underpinnings, evolution, features, amendments, significant provisions and basic structure

    Why in the News?

    In the 2024 case of Tejender Pal Singh v. State of Rajasthan, the Rajasthan High Court warned that Section 152 of the Bharatiya Nyaya Sanhita (BNS) should not be misused to suppress valid criticism or peaceful dissent.

    What are the key differences between Section 152 of the BNS and Section 124A of the IPC?

    • Terminology and Scope:
      • Section 124A (IPC) specifically criminalizes acts that bring hatred or contempt towards the government, termed as sedition. It focuses on inciting disaffection against the government.
      • Section 152 (BNS) criminalizes acts that endanger the sovereignty, unity, and integrity of India, including inciting rebellion or promoting separatism. While it does not explicitly use the term “sedition,” it covers similar ground with broader language.
    • Penalties:
        • Section 124A prescribes a punishment of life imprisonment or a minimum of three years in prison, along with a possible fine.
        • Section 152 increases the potential penalty to life imprisonment or up to seven years, along with a mandatory fine, making it potentially more stringent.
    • Intent Requirement:
      • Section 124A requires proof of intent to incite disaffection.
      • Section 152 lowers this threshold by allowing prosecution if a person “knowingly” shares information that could incite rebellion or separatism, regardless of malicious intent.

    How does Section 152 impact freedom of speech and legitimate dissent?

    • Chilling Effect: The vagueness of what constitutes an act endangering sovereignty can lead to a chilling effect on free speech. Individuals may self-censor to avoid potential legal repercussions for expressing dissenting opinions or criticism of the government.
    • Potential for Abuse: The broad language and lack of clear definitions in Section 152 allow for expansive interpretation by enforcement authorities. This can result in legitimate expressions of dissent being criminalized under the guise of national security.
    • Judicial Oversight: The Rajasthan High Court emphasized that Section 152 should not be used as a tool to suppress dissent but rather as a protective measure for national security. It called for careful application and judicial oversight to ensure that legitimate criticism is not equated with sedition.

    What are the legal and constitutional implications of enforcing Section 152?

    • Constitutional Rights: Enforcing Section 152 raises concerns regarding violations of Articles 14 (Right to Equality) and 19 (Freedom of Speech) of the Indian Constitution. The vague definitions may lead to arbitrary enforcement, undermining individual rights and freedoms.
    • Judicial Precedents: The judiciary has historically favoured a consequentialist approach in interpreting laws related to free speech. Previous rulings have established that there must be a direct causal link between speech and its impact for it to constitute an offence. This precedent should guide the interpretation and enforcement of Section 152.
    • Need for Guidelines: There is an urgent need for the Supreme Court to establish clear guidelines regarding the application of Section 152, similar to those created in past cases. This would help delineate acceptable boundaries for criticism while protecting national interests without infringing on civil liberties.

    Way forward: 

    • Establish Clear Guidelines: The Supreme Court should set precise guidelines for applying Section 152 to ensure a balance between protecting national security and safeguarding freedom of speech, as done in past landmark cases.
    • Promote Judicial Oversight: Enforcement authorities should be required to demonstrate a direct and significant link between the speech and its impact, with courts actively monitoring cases to prevent misuse of the law against legitimate dissent.

    Mains PYQ:

    Q What do understand by the concept “freedom of speech and expression”? Does it cover hate speech also? Why do films in India stand on a slightly different plane from other forms of expression? Discuss. (UPSC IAS/2014)

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  • Citizenship and Related Issues

    Is India open to the idea of dual citizenship?

    Explained | Polity | Mains Paper 2: Indian Constitution – historical underpinnings, evolution, features, amendments, significant provisions and basic structure

    Why in the News?

    Recently, External Affairs Minister S. Jaishankar said that there are many challenges in giving dual citizenship to Indians living abroad. He mentioned that the Overseas Citizenship of India program is a step towards addressing this need and added that the discussion about dual citizenship is still ongoing.

    What are the arguments for and against dual citizenship in India?

    Arguments Against Dual Citizenship:

    • Divided Loyalties: Critics argue that dual citizenship would lead to divided loyalties, undermining national integrity. Political rights granted to dual citizens could create conflicts of allegiance between India and another country, which is seen as dangerous for India’s sovereignty.
    • Legal Restrictions: The Indian Constitution mandates that acquiring citizenship in another country results in the automatic loss of Indian citizenship. This legal framework does not support dual citizenship, making it a complex issue to address.
    • Historical Context: The Citizenship Amendment Act of 2019 reflects a cautious approach to citizenship rights, emphasizing the need for complete loyalty to India and limiting the scope of citizenship to those who relinquish foreign nationality.

    Arguments For Dual Citizenship:

    • Global Integration: Proponents believe that allowing dual citizenship could strengthen ties between India and its diaspora, fostering economic and cultural exchanges in an increasingly globalized world.
    • Economic Contributions: There is a belief that dual citizenship could attract foreign investment and encourage Indian expatriates to contribute more significantly to India’s economy without the fear of losing their original nationality.

    How does India’s stance on dual citizenship compare with other democracies?

    • India’s Position on Dual Citizenship: According to Article 9 of the Indian Constitution, any Indian citizen who voluntarily acquires citizenship of another country ceases to be an Indian citizen. This is reinforced by the Citizenship Act of 1955, which outlines that Indian citizenship is singular and does not accommodate dual nationality.
    • Comparison with Other Democracies
      • United States: The U.S. has no restrictions on dual citizenship. Citizens can hold multiple nationalities without losing their U.S. citizenship. This reflects a more permissive approach towards allegiance and nationality.
      • Canada: Canada also allows dual citizenship and recognizes the right of its citizens to hold multiple nationalities. This policy facilitates a diverse and multicultural society.
      • Australia: Similar to Canada, Australia permits dual nationality and extends full consular assistance to its citizens regardless of their other nationalities.
      • Germany: Germany has specific regulations regarding dual citizenship, generally requiring individuals to choose one nationality unless they are EU citizens or meet certain conditions. This reflects a more nuanced approach than India’s outright prohibition.

    What are the current legal frameworks?

    • Overseas Citizenship of India (OCI): Introduced in 2005, OCI allows persons of Indian origin from certain countries to reside in India without a visa and grants them some rights akin to those of Non-Resident Indians (NRIs). However, OCIs do not have voting rights or the ability to hold constitutional offices.
    • Eligibility: The OCI scheme is available primarily to individuals who were citizens of India or eligible for Indian citizenship at the time of the Constitution’s commencement, excluding those from Pakistan and Bangladesh. It is contingent upon the individual’s home country allowing some form of dual citizenship.

    What are the challenges?

    • Political Loyalty Concerns: There is a prevalent fear that granting dual citizenship would lead to divided loyalties among citizens, particularly regarding political rights.
    • Public Sentiment and Political Will: There is significant public resistance against dual citizenship due to concerns about national security and sovereignty.
    • Complexity of Implementation: Implementing a dual citizenship framework would require substantial legal changes and could complicate India’s existing immigration and nationality laws. The challenge lies in balancing the interests of the diaspora with the need to maintain a cohesive national identity.

    Way forward: 

    • Gradual Legal Reforms: India could consider a phased approach to dual citizenship by first allowing it for specific categories such as diaspora members who maintain close economic or cultural ties with India, while ensuring that political rights remain exclusive to Indian citizens only.
    • Enhanced OCI Benefits: India could expand the rights of Overseas Citizens of India (OCI) holders, granting them more privileges such as the right to vote or hold certain offices, without granting full dual citizenship.

    Mains PYQ:

    Q ‘Indian diaspora has a decisive role to play in the politics and economy of America and European Countries’. Comment with examples. (UPSC IAS/2020)

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  • Labour, Jobs and Employment – Harmonization of labour laws, gender gap, unemployment, etc.

    WEF released Future of Jobs Report, 2025

    IOCR | Economics | Mains Paper 3: Effects Of Liberalization On The Economy, Changes In Industrial Policy and their effects on Industrial Growth

    Why in the News?

    According to the World Economic Forum’s (WEF) Future of Jobs Report 2025, global macro trends, including technological advancements, demographic shifts, and the green transition, will create 170 million new jobs by 2030.

    About the Future of Jobs Report, 2025

    • It is based on insights gathered from over 1,000 leading global companies, collectively representing 14 million workers across 22 industry sectors and 55 economies worldwide.
    • It provides critical insights into emerging and declining job roles, skills trends, and the overall impact of global changes on the labour market.

    What are the key findings of the report?

    • The report projects 170 million new jobs globally by 2030, with a net increase of 78 million jobs after accounting for 92 million displaced roles.
    • Fast-growing roles include AI and machine learning specialists, big data experts, FinTech engineers, and farmworkers, driven by technological advancements and the green transition.
    • Clerical jobs like data entry clerks and cashiers are declining due to automation.
    • Employers anticipate 39% of skills will change by 2030, with growing demand for AI proficiency, creative thinking, and resilience.
    • Businesses are focusing on reskilling, with 85% investing in upskilling programs.
    • Collaboration among governments, academia, and industries is vital to bridge the skills gap and align with future job demands.

    About World Economic Forum (WEF):

    • The WEF is an international NGO for Public-Private Cooperation.
    • It was established in January 1971 by German engineer and economist Klaus Schwab.
    • Important reports published by WEF include: Global Competitiveness Report, Global Risks Report, Global Gender Gap Report, Global Social Mobility Report, Energy Transition Index, and Travel & Tourism Competitiveness Report, among others.

     

    PYQ:

    [2019] The Global Competitiveness Report is published by the:

    (a) International Monetary Fund

    (b) United Nations Conference on Trade and Development

    (c) World Economic Forum

    (d) World Bank

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  • Water Management – Institutional Reforms, Conservation Efforts, etc.

    The Dam Safety Act of 2021

    Prelims Only | Enviro & Biodiversity | Mains Paper 3: Disaster Management

    Why in the News?

    The Supreme Court has criticized the Union government for its inaction in fully implementing the Dam Safety Act, 2021, nearly five years after its enactment.

    What is the Dam Safety Act of 2021?

    Details Enacted to ensure the structural and operational safety of over 5,700 large dams in India.

    Objectives (Section 3):
    • Prevent dam-related disasters by ensuring dam safety.
    • Establish institutions for monitoring, maintenance, and emergency preparedness.
    Structural Mandate
    • National Committee on Dam Safety (NCDS) (Sections 5–6): Chaired by the Chairperson of the Central Water Commission (CWC) and reconstituted every three years to develop policies, guidelines, and standards.
    • National Dam Safety Authority (NDSA) (Section 9): Implements NCDS guidelines, regulates dam safety standards, and resolves disputes between State Dam Safety Organizations (SDSOs) and dam owners.
    • State Committees on Dam Safety (SCDS) (Section 14): Provide state-level oversight.
    • State Dam Safety Organizations (SDSOs) (Section 15): Monitor and inspect dams at the state level, reporting to NDSA.
    Other Provisions:

     
    • Responsibilities of Dam Owners (Section 38):  Form Dam Safety Units, prepare and implement Emergency Action Plans (EAPs), and conduct regular Comprehensive Safety Evaluations (CSEs).
    • Emergency Preparedness (Section 39):  Mandatory EAPs for rapid response in emergencies.
    • Penalties for Non-Compliance (Section 45):  Imprisonment up to two years, fines, or both for failing to comply with Act provisions.

    Why is Dam Safety a priority concern in India?

    • Third-Highest Number of Dams Globally: India has over 4,407 large dams, following China and the USA.
    • Aging Dams: By 2025, over 1,115 dams will be more than 50 years old; By 2050, 4,250 dams will surpass 50 years of age, with 64 dams exceeding 150 years.
    • Decreasing Storage Capacity: Sedimentation reduces reservoir efficiency, affecting water availability for irrigation, drinking, and hydropower. Ex. Bhakra Dam has experienced 139.86% higher siltation rates than estimated, reducing its lifespan.
    • Structural Vulnerabilities: Poorly designed sedimentation management systems make many dams structurally weak over time. Extreme environmental events, such as floods, can exacerbate these vulnerabilities.
    • Lack of Data and Monitoring: Insufficient documentation of storage loss, sedimentation rates, and other critical metrics leads to a lack of preparedness.

    PYQ:

    [2018] Suppose the Government of India is thinking of constructing a dam in a mountain valley bound by forests and inhabited by ethnic communities. What rational policy should resort to in dealing with unforeseen contingencies?

    [2019] What is common to the places known as Aliyar, Isapur and Kangsabati?

    (a) Recently discovered uranium deposits

    (b) Tropical rain forests

    (c) Underground cave systems

    (d) Water reservoirs

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  • Languages and Eighth Schedule

    Centre has notified grant of classical language status to Marathi

    Prelims Only | History | Mains Paper 1: Arts & Culture

    Why in the News?

    Months after conferring classical language status to Marathi, the Union Government issued an official notification formalizing the recognition.

    What is the Criteria for declaring a Classical language?

    The Linguistic Experts Committee (LEC) under Sahitya Akademi, established in November 2004, evaluates languages for Classical status based on their historical, cultural, and literary significance. The criteria have evolved over time to ensure a rigorous and inclusive assessment.

    • Original Criteria (2004): Introduced alongside the recognition of Tamil as the first Classical Language:
      • Recorded history or early texts must span over 1,000 years.
      • A body of ancient literature must be regarded as valuable by generations.
      • Literary traditions should be original, not borrowed from another speech community.
    • Revised Criteria (2005): The criteria were revised to include stricter parameters, leading to the recognition of Sanskrit:
      • Antiquity of early texts over 1,500–2,000 years.
      • A significant corpus of ancient literature considered heritage.
      • Distinctiveness of classical language from modern forms.
      • A discontinuity between classical language and its later offshoots.
    • Recent Upgrade (2024): The LEC  refined the criteria further to incorporate broader evidence and diverse literary forms. Five additional languages—Marathi, Pali, Prakrit, Assamese, and Bengali—were granted Classical status under these parameters:
      • Early texts/recorded history over 1,500–2,000 years.
      • Ancient literature/texts considered a cultural heritage.
      • Inclusion of knowledge texts, prose, epigraphical evidence, and inscriptions.
      • Classical language distinct from or discontinuous with its modern or evolved forms.
    • Classical languages: Tamil (2004), Sanskrit (2005), Telugu (2008), Kannada (2008), Malayalam (2013), Odia (2014); Pali, Prakrit, Assamese, and Bengali (2024) along with Marathi.

    What are the significance of Classical Language?

    • Recognizing a classical language preserves its historical roots and unifies cultural heritage.
    • It promotes academic research, translation, and scholarly employment opportunities.
    • Gaining global awareness broadens its use in technology, academia, and global dialogue.
    • Government support and funding ensure sustained preservation, research, and institutional development.

    Historical Significance of Marathi Language

    • Marathi’s 2,000-year history meets the antiquity criterion.
    • Early mentions of “Marathi” in various forms, such as Maharashtri Prakrit, Jain Maharashtri, and Prakrit Marathi, point to its evolution.
    • Over 100 stone inscriptions, including those in the Naneghat Caves (20 BCE), which contain Marathi commands alongside Sanskrit benedictions.
    • Literary milestones: Works from the Yadava period (12th–13th century AD) such as:
      • Leelacharitra: A biography of Chakradhar Swami.
      • Dnyaneshwari: A commentary on the Bhagavad Gita by Sant Dnyaneshwar.
    • The Pathare Committee (2013) and Sahitya Akademi supported Marathi’s case.
      • A massive postcard campaign with 500,000 letters sent to the Prime Minister demanding recognition.
    • Dnyaneshwar Mulay’s Committee addressed administrative hurdles to finalize the proposal in February 2024.

    PYQ:

    [2015] Which one of the following was given classical language status recently?

    (a) Odia

    (b) Konkani

    (c) Bhojpuri

    (d) Assamese

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  • Forest Conservation Efforts – NFP, Western Ghats, etc.

    Miyawaki Technique

    Prelims Only | Enviro & Biodiversity | Mains Paper 3: Conservation, Environmental Pollution & Degradation, Eia

    Why in the News?

    Ahead of the Mahakumbh Mela in Uttar Pradesh, the Prayagraj Municipal Corporation has employed the Japanese Miyawaki technique to create dense “oxygen bank” forests, ensuring cleaner air and ecological balance for millions of devotees.

    About Miyawaki Technique

    • The Miyawaki technique is a pioneering method for creating dense forests in limited spaces, developed by Japanese botanist Akira Miyawaki in the 1970s.
    • Known as the ‘pot plantation method’, this technique mimics natural forest ecosystems by using native species planted closely together, promoting rapid growth and biodiversity.
    • It was developed to restore degraded ecosystems and barren lands by replicating the processes found in natural forests.
    • It is widely used for urban afforestation projects globally.

    Miyawaki Technique

    Significant Features:

    • Dense Planting: Trees and shrubs are planted close together, enabling rapid growth—up to 10 times faster than traditional methods.
    • Native Species: Focuses on local plant varieties to replicate the natural ecosystem.
    • Improved Biodiversity: Enhances species richness, supporting more flora and fauna.
    • Carbon Absorption: Trees absorb more carbon, helping combat urban pollution.

    PYQ:

    [2022] The “Miyawaki method” is well known for the:

    (a) Promotion of commercial farming in arid and semi-arid areas

    (b) Development of gardens using genetically modified flora

    (c) Creation of mini forests in urban areas

    (d) Harvesting wind energy on coastal areas and on sea surfaces

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  • Coal and Mining Sector

    Several workers stuck in a coal mine in Assam

    Explained | Economics | Mains Paper 3: Infrastructure: Energy, Ports, Roads, Airports, Railways Etc.

    Why in the News?

    Recently nine workers were trapped in an illegal coal mine in Assam’s Dima Hasao district.

    What is Rat Hole Mining?

    • Rat hole mining is a form of illegal mining prevalent in northeastern India, particularly in Assam. It involves creating small tunnels or “rat holes” to extract coal, typically done by hand without proper safety measures or regulations.
    • This method is dangerous due to its unregulated nature, leading to frequent accidents, including flooding and collapses.
    • The mines are often poorly ventilated and can be highly unstable.

    What are the Current Laws and Regulations Related to Mining in India?

    • Constitutional Provisions: Mining and minerals are listed under both the Union List and State List in Schedule VII of the Constitution, granting regulatory powers to both the Central and State governments.
    • Key Legislations: Major laws governing mining include the MMDR Act, 1957 for regulation and development, the Coal Mines (Special Provisions) Act, 2015 for coal management, the Environment Protection Act, 1986 for environmental clearances, and the Mines Act, 1952 for miners’ safety and welfare.
    • Regulatory Bodies: The Ministry of Coal formulates coal policies, the Directorate General of Mines Safety (DGMS) enforces safety standards, and State Mining Departments manage state-level operations.
    • Supreme Court Directives: The Supreme Court banned rat-hole mining in Meghalaya in 2014, emphasizing the need for environmental clearances and the adoption of scientific and sustainable mining practices.

    What are the present Issues with Rat-Hole Mining?

    • Safety Concerns: The lack of safety measures in rat hole mining poses significant risks to miners. Accidents are common, as evidenced by the recent tragedy in Assam where miners were trapped due to flooding caused by inadequate infrastructure.
    • Environmental Impact: Rat hole mining contributes to severe environmental degradation, including deforestation and soil erosion. The unregulated extraction of minerals disrupts local ecosystems.
    • Regulatory Failures: There are systemic failures in enforcing mining laws. Opposition parties have criticized the government for allowing illegal mining activities to flourish, suggesting collusion between officials and miners. This has raised questions about accountability and governance in the region.

    Way forward: 

    • Strengthen Enforcement and Regulation: Ensure strict implementation of existing mining laws to conduct regular inspections, and establish accountability for illegal mining activities through penalties and prosecution of violators.
    • Promote Sustainable Livelihoods: Develop alternative livelihood opportunities for communities dependent on rat-hole mining, along with awareness campaigns on environmental and safety concerns, to reduce reliance on illegal mining practices.

    Mains PYQ:

    Q Coastal sand mining, whether legal or illegal, poses one of the biggest threats to our environment. Analyse the impact of sand mining along the Indian coasts, citing specific examples. (UPSC IAS/2019)

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  • Food Procurement and Distribution – PDS & NFSA, Shanta Kumar Committee, FCI restructuring, Buffer stock, etc.

    The right to food and the struggle with the PDS

    Explained | Indian Society | Mains Paper 1: Poverty & Development Issues

    Why in the News?

    Bureaucratic problems have caused many households in northern, central, and eastern India to be taken off the PDS rolls.

    How effectively does the PDS ensure food security for vulnerable populations?

    • Food Access and Coverage: The PDS covers approximately 57% of the population, providing subsidized staples primarily rice and wheat. This system acts as a safety net during economic shocks and has played a crucial role during crises like the COVID-19 pandemic by distributing free food grains to millions.
    • Leakages and Corruption: A staggering 28% of allocated food never reaches intended beneficiaries, translating into significant losses and exacerbating food insecurity among the poor.
      • Corruption and illegal diversion of food grains are rampant, with reports indicating that high leakage rates persist despite technological interventions like point-of-sale machines.
    • Nutritional Security: While the PDS provides basic food staples, it often neglects broader nutritional needs. The focus on rice and wheat means that other essential items, such as pulses and fortified foods, are not consistently included, which is crucial for combating malnutrition among vulnerable populations.

    Case study: 

    The Public Distribution System (PDS) is intended to provide food security to vulnerable populations, but reports indicate significant inefficiencies. In states like Jharkhand, Odisha, and Bihar, a substantial number of households have been removed from PDS rolls, exacerbating food insecurity among marginalised communities such as the Musahar community.

    What are the key documentation challenges facing the implementation of the PDS?

    • Unnecessary Documentation: The PDS requires documents like caste, income, and residence certificates, which are not mandated by the NFSA or PDS control orders, creating barriers for individuals who lack or cannot easily obtain them.
    • Inclusion and Exclusion Errors: Errors in beneficiary identification result in eligible households being excluded (61%) and ineligible ones receiving benefits (25%), undermining the system’s fairness.
    • Biometric Verification Challenges: Biometric failures and data discrepancies lead to eligible individuals being removed from PDS rolls, forcing them to reapply without guarantees of approval.
    • Awareness Gap: Marginalized communities often lack knowledge about their rights and the application process, leading to underutilization of benefits and increased vulnerability to exploitation.
    • Technological Barriers: The shift to online applications disadvantages individuals without internet access or digital literacy, widening the gap in accessing entitlements.
    • Ghost Beneficiaries: The issuance of ration cards to non-existent individuals (“ghost cards”) due to poor data management and irregular updates creates inefficiencies and complicates the system.

    What are the bureaucratic challenges? 

    • Exclusion Due to Ineffective Targeting: The move to a targeted PDS has resulted in many eligible households being excluded due to bureaucratic inefficiencies in identifying the right beneficiaries.
    • Complicated Documentation Process: The need for documents like caste and income certificates creates obstacles for many eligible individuals, particularly in marginalised communities, leading to their exclusion from the system.
    • Issues with Biometric Verification: The mandatory biometric verification has caused problems, with many individuals being removed from PDS rolls due to technical errors or discrepancies, forcing them to reapply without certainty of approval.
    • Poor Data Management: Inadequate beneficiary list management has led to both inclusion and exclusion errors, with outdated records and ghost beneficiaries making it difficult for genuine recipients to access their food entitlements.
    • Corruption and Mismanagement: Corruption within the PDS, such as the diversion of food grains and mismanagement at various levels, has caused significant portions of allocated food to not reach the intended beneficiaries.

    What reforms are necessary to enhance the PDS and uphold the right to food? (Way forward)

    • Streamlining Documentation Requirements: Simplifying or eliminating unnecessary documentation can help improve access for eligible households.
    • Enhancing Transparency and Accountability: Implementing regular audits and community monitoring can help combat corruption within the system.
      • Increased transparency in operations will ensure that resources reach those who need them most.
    • Expanding Nutritional Offerings: Including a wider variety of food items in the PDS can address nutritional deficiencies among vulnerable populations.
      • States like Tamil Nadu have successfully incorporated pulses and fortified rice into their distribution systems, serving as models for others.
    • Digitalization and Grievance Redressal: Improving digital infrastructure while ensuring robust grievance redressal mechanisms can enhance efficiency and accountability within the PDS.

    Mains PYQ:

    Q What are the major challenges of Public Distribution System (PDS) in India? How can it be made effective and transparent? (UPSC IAS/2022)

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  • Artificial Intelligence (AI) Breakthrough

    Report on AI governance guidelines development

    Explained | Governance | Mains Paper 2: E-Governance

    Why in the News?

    A government panel has recommended forming an inter-ministerial committee to enforce AI rules and ensure effective governance of India’s growing AI ecosystem under India’s AI Mission.

    • The Government of India has allocated ₹10,372 crore for the recently launched IndiaAI Mission under the Ministry of Electronics and Information Technology.

    What are the key issues highlighted by the Report?

    • Need for Coordinated Governance: The report emphasizes the necessity of a coordinated, whole-of-government approach for effective AI governance in India. It highlights that fragmentation in AI oversight across ministries may lead to inefficiencies and gaps.
    • Importance of Multi-disciplinary Expertise: The report underscores the importance of pooling together expertise from various departments, regulators, and stakeholders to manage AI’s evolving ecosystem. It suggests setting up a technical secretariat within the Ministry of Electronics and Information Technology (MeitY) to facilitate this process.
    • Life Cycle and Ecosystem View: The report stresses the need for a life cycle approach to AI governance, addressing risks at different stages—development, deployment, and diffusion of AI systems. It advocates for an “ecosystem view” that considers various AI actors, including data providers, developers, and end users, for a holistic approach.
    • Light Regulatory Framework: The report advocates for a lightweight regulatory framework rather than a “command and control” approach. It proposes a tech-enabled digital governance system to gradually scale regulatory control, thus encouraging innovation while ensuring safety and accountability.
    • Sector-Specific Risks: It acknowledges that different sectors, such as health and banking, pose specific risks with AI systems. As such, a one-size-fits-all regulatory approach might not be effective in these areas.
    • Existing Laws for Specific Issues: The report refers to existing legal frameworks to address emerging issues like deepfakes and cybersecurity, reiterating that these concerns can be handled under current laws.

    What are the 8 Principles?

    • Transparency: AI systems must provide meaningful information about their development and capabilities, ensuring that stakeholders understand how they function.
    • Accountability: Developers and deployers of AI systems should be held accountable for their impacts, with clear organizational structures to identify responsible parties.
    • Safety, Reliability, and Robustness: AI systems should be designed to be safe and reliable, with safeguards in place to ensure they function as intended.
    • Privacy and Security: Protect user data privacy and ensure security measures are implemented to safeguard against unauthorized access.
    • Fairness and Non-Discrimination: AI systems must operate without bias, ensuring equitable treatment across different demographic groups.
    • Human-Centered Values: AI should align with human values, promoting positive outcomes for individuals and society while minimizing harm.
    • Inclusive Innovation: Encourage innovation that equitably distributes benefits across society, ensuring that advancements in AI do not exacerbate existing inequalities.
    • Digital Governance: Leverage digital technologies to operationalize governance principles effectively, facilitating compliance and oversight.

    What are the key recommendations?  (Way forward)

    • Establishment of an Inter-Ministerial AI Coordination Committee: This committee should serve as a permanent body to coordinate AI governance efforts across various national authorities and institutions, ensuring a unified approach to policy and regulation.
    • Creation of a Technical Secretariat: The Ministry of Electronics and IT (MeitY) should establish a technical secretariat to act as a focal point for coordination, providing technical advisory support and facilitating collaboration among stakeholders.
    • Development of an AI Incident Database: A central repository should be created to document real-world issues related to AI, such as discriminatory outputs and privacy violations, to inform risk assessments and harm mitigation strategies.
    • Promotion of Voluntary Transparency Commitments: The Technical Secretariat should engage with industry stakeholders to encourage voluntary commitments on transparency and best practices across the AI ecosystem.
    • Exploration of Technological Solutions: The committee should investigate the use of techno-legal measures, such as watermarking and content provenance, to address challenges like deepfakes and ensure accountability in AI systems.

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  • Climate Change Impact on India and World – International Reports, Key Observations, etc.

    What is a Polar Vortex?

    Prelims Only | Enviro & Biodiversity | Mains Paper 3: Conservation, Environmental Pollution & Degradation, Eia

    What is a Polar Vortex?

    Why in the News?

    The United States is facing severe winter storms as the polar vortex is expanding southward from the Arctic and driving temperatures as low as -50°C (-60°F).

    What is a Polar Vortex?

    • The polar vortex is a band of fast-moving air that traps cold Arctic air within the Polar Regions.
    • It is a natural atmospheric phenomenon, typically spinning in a counter-clockwise direction around the North Pole.
    • Wind speeds in the polar vortex can reach up to 250 km/h (155 mph).
    • Causes of a Polar Vortex:
    1. Stable State: Under normal conditions, the polar vortex remains strong and well-contained within the Arctic Circle, keeping frigid air confined to the Polar Regions.
    2. Weakened State:
    • The vortex weakens when rising warm air from the lower atmosphere disrupts its circular flow, allowing Arctic air to spill southward.
    • Factors contributing to a weakened state include: Significant weather patterns (e.g., powerful winds in mountainous regions); Changes in tropical climate systems or sea surface temperatures. Climate change causing uneven warming, especially at the poles..

    What are its types?

    1. Tropospheric Polar Vortex:
    • It occurs in the lowest atmospheric layer (troposphere) where most weather phenomena take place.
    • Typically results in milder weather across northern latitudes.
    1. Stratospheric Polar Vortex:
    • Forms 16–48 km above the Earth’s surface in the Stratosphere.
    • Stronger and more stable but can weaken due to disruptions, leading to southward extensions of Arctic air.
    • It emerges in autumn and dissipates by spring each year.

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