These Newscards correspond to the explained section of various newspapers. They become immensely important for both prelims and mains and special attention needs to be paid to them
Explained | Polity | Mains Paper 2: Indian Constitution - historical underpinnings, evolution, features, amendments, significant provisions and basic structure
Note4Students
From UPSC perspective, the following things are important :
Mains level: Why did the Supreme Court Overrule a Five-Judge Decision of 2004 related to the subcategorisation of SC?
Why in the News?
A seven-judge Bench of the Supreme Court has ruled that States can subdivide Scheduled Castes (SC) into groups to allocate sub-quotas within the Dalit reservation.
Will the Weaker Among Dalits Get Representation from Further Sub-Classification?
The Supreme Court’s ruling allows states to create sub-classifications within the SC category, which is expected to enable states to earmark sub-quotas for the most marginalized sections of Dalits.
This decision aims to ensure better representation for weaker groups within the SC community who have historically been underrepresented and have not benefitted adequately from existing reservations.
The ruling emphasizes that treating SC communities as a homogeneous group undermines the objective of reservations, as there are significant differences in advancement and discrimination among various SC communities.
Why Did the Supreme Court Overrule a Five-Judge Decision of 2004?
The 2004 judgment in E.V. Chinnaiah vs. State of Andhra Pradesh held that SCs constitute a single homogeneous class and that any sub-classification was unconstitutional, as it violated Article 341, which empowers the President to notify the list of SCs.
The recent seven-judge Bench, led by Chief Justice D.Y. Chandrachud, found this ruling to be incorrect, stating that SC communities are not homogeneous and that there are inter se differences among them.
The majority opinion argued that the act of notifying a list of SCs does not create a uniform class, and sub-classification is permissible based on “intelligible differentia” and should have a rational nexus to the purpose of doing it.
What are the views on Creamy layer exclusion?
The concept of the creamy layer, which excludes more advanced members of a community from benefiting from affirmative action, is currently applicable only to Other Backward Classes (OBCs) and has not been extended to Dalit communities.
Justice B.R. Gavai, in a separate opinion, emphasized the need to identify and exclude the more advanced among SCs from affirmative action benefits, arguing that treating all members equally disregards the principle of equality.
The opinions regarding creamy layer exclusion do not constitute a directive for the government to implement this concept for SCs, as the issue was not directly addressed in the current case.
Do the Judges’ Opinions on this Constitute a Direction to the Government?
The judges’ opinions on sub-classification and creamy layer exclusion provide a legal framework for states to follow but do not serve as a direct mandate for the government to implement changes.
The ruling establishes that states have the authority to sub-classify SCs for the purpose of extending reservation benefits, but the specific implementation details and parameters for creamy layer exclusion remain open for further consideration and do not compel immediate action from the government.
Way forward:
Implementation Framework for Sub-Classification: The government should establish a comprehensive framework that outlines the criteria and process for sub-classification of SCs.
Addressing Creamy Layer Exclusion: The government should consider developing specific criteria for identifying the “creamy layer” within SCs, similar to the criteria used for OBCs.
From UPSC perspective, the following things are important :
Prelims level: About the Dotson Ice Shelf (DIS) in the Amundsen Sea
Mains level: Reasons behind ocean warming
Why in the News?
New research has documented previously unseen shapes at the base of a West Antarctic ice shelf.
Base of a West Antarctic Ice Shelf
Basal Melt Dynamics: The base of West Antarctic ice shelves, including the Dotson Ice Shelf, experiences basal melt driven by warm ocean water. This process leads to thinning and hollows out cavities beneath the ice, reducing structural support for the grounded ice above.
Autonomous Underwater Vehicle (AUV) Research: Recent research utilized an AUV equipped with multibeam sonar to explore the topography of the basal melt cavity beneath the Dotson Ice Shelf, revealing previously unquantified melt mechanisms and unique formations at the ice shelf’s base.
Warm salty water, which is transported through ocean currents, significantly contributes to the melting of ice shelves. This bottom-up melting is critical to understanding the dynamics of ice loss and its implications for global sea level rise.
The AUV discovered tear-shaped indents and other unique shapes at the base of the ice shelf, indicating diverse melting patterns influenced by the flow of warm water.
About the Dotson Ice Shelf (DIS) in Amundsen Sea
Dotson Ice Shelf is part of the West Antarctic ice sheet and is located next to Thwaites Glacier in the Amundsen Sea.
Thwaites Glacier is considered to have a potentially large impact on future sea level rise due to its size and location.
Reasons behind ocean warming
Greenhouse Gas Emissions: Since the Industrial Revolution, human activities such as burning fossil fuels have significantly increased greenhouse gas (GHG) concentrations in the atmosphere, including carbon dioxide, methane, and nitrous oxide. These gases trap heat, leading to global warming.
Heat Absorption: The oceans have absorbed more than 93% of the excess heat from greenhouse gas emissions since the 1970s. This resulted in an average increase in ocean temperature of about 1°F (0.6°C) over the past century.
Impact of El Niño: The El Niño weather pattern, characterized by the abnormal warming of surface waters in the equatorial Pacific Ocean, contributes to both ocean warming and rising global surface temperatures.
International Efforts and Agreements
The United Nations Framework Convention on Climate Change (UNFCCC) was signed by 166 countries in 1992, acknowledging humanity’s role in climate change.
The Paris Agreement, adopted in 2015, sets the international community the goal of limiting global warming to “well below” 2°C in this century.
The Green Climate Fund, established in 2010, aims to help developing countries adopt initiatives to combat climate change and deforestation
Way forward:
Enhanced Global Commitments: Nations need to reinforce their commitments under international agreements like the Paris Agreement. This includes setting more ambitious targets for reducing greenhouse gas emissions and adhering to these goals through stringent policies and regulations.
Funding and Technology Transfer: Developed countries should increase financial contributions to climate funds such as the Green Climate Fund to support mitigation and adaptation efforts in developing countries.
Mains Question for practice:
Q Bring out the relationship between the shrinking Himalayan glaciers and the symptoms of climate change in the Indian sub-continent. (2014)
From UPSC perspective, the following things are important :
Mains level: Concerns about the sidelining of basic research and stagnation in research funding
Why in the News?
Modi’s government launched advanced tech missions and boosted private space participation, achieving a moon landing, amid concerns over basic research neglect and stagnant research funding.
Priority areas – productivity and resilience in agriculture, energy security, and manufacturing and services:
Productivity and Resilience in Agriculture
The Union Budget emphasizes transforming agricultural research to enhance productivity and climate resilience.
Initiatives such as “speed breeding platforms” have been established to accelerate the development of climate-resilient crop varieties, allowing multiple generations of crops to be grown in a single year.
Energy Security
The budget prioritizes energy security with a focus on research and development of small and modular nuclear reactors and advanced thermal power plants.
The proposed “Critical Minerals Mission” is expected to enhance research in critical minerals essential for clean energy technologies.
Manufacturing and Services
The budget highlights the importance of enhancing domestic manufacturing capabilities and attracting foreign investment through initiatives like the Production Linked Incentive (PLI) schemes.
Plans for “plug and play” industrial parks in 100 cities are expected to facilitate the uptake of indigenous technologies and boost manufacturing output.
The focus on commercializing technologies with private sector involvement aims to strengthen the manufacturing sector’s contribution to the economy.
Concerns about the sidelining of basic research and stagnation in research funding
Sidelining of Basic Research
Focus on Advanced Technology: The previous two terms of the Indian government emphasized advanced technology missions (e.g., supercomputing, quantum technologies), which raised concerns that basic research was being neglected.
Limited Funding for Basic Research: The establishment of the Anusandhan National Research Fund (ANRF) aims to prioritize basic research, but there are concerns that the emphasis on “prototype development” alongside basic research may indicate a shift towards translational research, potentially sidelining pure scientific inquiry.
Disparity in Funding Distribution: Currently, about 65% of research funding is allocated to premier institutions like IITs, while state-run universities receive only about 11% of the funds provided by the Department of Science and Technology (DST). This disparity hampers the growth of basic research across a broader range of institutions.
Stagnation in Research Funding
Actual Expenditure vs. Allocation: Concerns were raised that the actual expenditure on science and technology and higher education in 2023-2024 was much less than the initial allocation for that year.
Demand for Increased Funding: The scientific community has long demanded higher government funding for basic research, as the private sector has shown limited interest in investing in this area.
Impact of Inflation: The nominal increases in budget allocations for research may not be sufficient to counteract inflation, leading to a real decrease in available funding for research activities.
Way forward:
Increase Research Funding: Need to boost the overall research funding as a percentage of GDP to ensure adequate resources for both basic and applied research. This includes adjusting allocations to counteract the effects of inflation.
Equitable Distribution: The government should ensure a more balanced distribution of funds across premier institutions and state-run universities to foster a broader base of scientific inquiry and innovation.
From UPSC perspective, the following things are important :
Prelims level: About Employment Linked Incentives (ELI)
Why in the news?
The introduction of the new ELI scheme for corporates by the Narendra Modi government acknowledges the disconnect between GDP growth and job creation.
About Employment Linked Incentives (ELI)
The ELI scheme aims to encourage companies to hire more employees by providing financial incentives for each new hire.
Target Sectors: The scheme is expected to focus on labour-intensive sectors such as toys, textiles, apparel, furniture, tourism, and logistics, which have significant potential for job creation.
Incentives Offered: Financial incentives may include tax relief and wage subsidies for new jobs created, along with non-financial incentives like reduced regulatory burdens and support for skill development programs.
Government’s Failure of Initiatives
Previous Economic Strategies: Over the past decade, the Indian government relied on traditional economic models, such as the trickle-down approach and production-linked incentives (PLI), which did not yield the expected job growth.
Initiatives like “Make in India” and corporate tax cuts aimed to stimulate investment but failed to translate into significant employment opportunities.
Jobless Growth: Despite policies designed to boost production, employment growth has been stagnant, with a study indicating a negligible employment growth rate of just 0.01%.
Issue of Job and Ideas Deficit
Jobs Deficit: The lack of job creation has prompted proposals like reserving jobs for locals, reflecting political pressures in a democracy where job scarcity is prevalent.
Ideas Deficit: Economists often suggest reforms in labour, education, and business practices as solutions to job creation, but these are complex and difficult to implement.
Unemployment Trends: The unemployment rate has shown fluctuations, with a reported decline from 6.0% in 2017-18 to 3.2% in 2022-23.
What can be done?
Policy Shift: The ELI scheme represents a significant policy shift towards prioritizing job creation over mere economic output. By encouraging firms to hire rather than invest solely in automation, it aims to address the capital-labour imbalance in the economy.
Support for MSMEs: Special focus on micro, small, and medium enterprises (MSMEs) is crucial, as they employ a substantial portion of the workforce.
Alignment of Goals: Need to Collaborate among various ministries, particularly finance, skill development, and labour, is essential to ensure that skill development aligns with industry needs, enhancing employability and job creation
From UPSC perspective, the following things are important :
Prelims level: Lightning strikes in India
Mains level: NDMA Guidelines for Lightning
Why in the news?
In July, the Odisha government approved a proposal to plant 1.9 million palm trees to mitigate deaths caused by lightning strikes, which were declared a state-specific disaster in 2015.
How many people have lost their lives to lightning in Odisha?
Over the last 11 years, a total of 3,790 people have lost their lives due to lightning strikes in Odisha.
In the previous three fiscal years, 791 fatalities were reported, indicating an increasing frequency of lightning strikes.
On September 2, 2023, Odisha recorded 61,000 lightning strikes in a two-hour period, resulting in the deaths of at least 12 people.
Why are Lightning strikes of particular concern in Odisha?
Odisha is located in a tropical zone and experiences a hot, dry climate that creates ideal conditions for lightning strikes.
The state has the highest number of cloud-to-ground lightning strikes in eastern and central India. The Annual Lightning Report 2023-2024 indicates a significant concentration of lightning activity in this region.
Research indicates that climate change exacerbates lightning activity, with a 10% increase in lightning occurrences for every degree Celsius of warming. This is particularly relevant in Odisha, where climatic factors contribute to frequent lightning events.
With 96% of lightning strikes occurring in rural areas, the most affected populations include farmers and daily wage earners who work outdoors, making them particularly vulnerable during peak agricultural seasons.
How can Odisha defend Itself against lightning strikes?
Planting Palm Trees: The Odisha government has approved a proposal to plant 19 lakh palm trees as a natural defense against lightning strikes. Palm trees are considered effective conductors of lightning due to their height and moisture content, which can absorb lightning and mitigate its impact on the ground.
Financial Commitment: The state has allocated Rs 7 crore for the palm tree plantation initiative and has banned the felling of existing palm trees to enhance this strategy.
Public Awareness and Early Warning Systems: While the state has implemented early warning systems to forecast lightning strikes, experts emphasize the need for widespread public education on safety measures during lightning events.
Concerns: Experts have raised concerns about the effectiveness of palm trees as a long-term solution, noting that it takes 15 to 20 years for them to reach a height where they can effectively mitigate lightning strikes.
NDMA Guidelines for Lightning
Preparation and Awareness: The Local government should educate the communities about lightning safety and the risks associated with thunderstorms.
Seek Shelter: During a thunderstorm, individuals should seek shelter in a fully enclosed building or a hard-topped metal vehicle. Open vehicles and structures such as metal sheds or under-construction buildings are unsafe.
Avoid Trees: Taking shelter under trees is discouraged, as they can attract lightning. If in a wooded area, find the shortest trees for shelter.
Crouching Position: If no shelter is available, crouch down with heels touching and head between the knees to minimize height and reduce risk.
30-30 Rule: After seeing lightning, start counting to 30. If you hear thunder before reaching 30, go indoors. This rule helps assess the distance of the storm.
Way forward:
Installation of Lightning Rods and Conductors: The government should invest in the widespread installation of lightning rods and conductors in rural and vulnerable areas. These devices can provide immediate protection to critical infrastructure, homes, and open fields where farmers and workers are most at risk.
Advanced Early Warning Systems: Need to enhance the existing early warning systems with more accurate, real-time data and ensure these warnings are disseminated quickly through multiple channels, including mobile alerts, community announcements, and local radio.
Main PYQ:
Q Explain the mechanism and occurrence of cloudburst in the context of the Indian subcontinent. Discuss two recent examples. (2022)
From UPSC perspective, the following things are important :
Mains level: The idea of Constitutional Democracy
Why in the news?
The government’s recent decision to lift the ban on government employees participating in RSS activities threatens to undermine the remnants of a free and fair bureaucracy.
Whether or not civil servants are banned from joining RSS
Lifting the Ban: The Central government has lifted a 58-year ban on government servants joining the Rashtriya Swayamsevak Sangh (RSS). This ban was originally imposed in 1966 due to concerns about the organization’s political activities.
Government Justification: The government stated that the activities of the RSS are no longer deemed incompatible with civil service conduct rules, suggesting that the organization has been wrongly categorized as a banned entity.
Judicial Commentary: The Madhya Pradesh High Court remarked that it took nearly five decades for the government to recognize its mistake in banning civil servants from joining the RSS, indicating a shift in perception regarding the organization.
Political Reactions: The decision has sparked controversy, with opposition parties criticizing it as a threat to India’s secular fabric and accusing the government of politicizing the civil service. Critics argue that the RSS’s ideology conflicts with the principles of a secular state.
Support from RSS: The RSS welcomed the decision, asserting that it strengthens India’s democratic system and has historically contributed to national unity and social service.
The idea of Constitutional Democracy
Constitutional democracy is a system of government that combines the principles of democracy with a constitution that limits the powers of the state and protects the rights of citizens.
The people are the ultimate source of power, and the government derives its authority from their consent. The constitution places restrictions on the government’s actions and establishes the structure of the government.
There is a separation of powers between the legislature, executive, and judiciary, with each acting as a check on the others. The rule of law applies equally to all citizens and the government itself.
Minority rights are protected, and the will of the majority is balanced against the rights of individuals and minority groups. Constitutional democracy guarantees some rights to everyone, irrespective of their status as a minority or majority.
The origins of constitutional democracy can be traced back to Enlightenment ideas of natural rights, social contract theory, and the separation of powers. The United States Constitution, adopted in 1787, was a pioneering example of a written constitution establishing a federal system of government with a separation of powers
RSS Ideology vs Constitutional Democracy
Conflict of Ideologies: The lifting of the ban raises questions about the relationship between the RSS’s ideology and the constitutional framework of India. The RSS promotes a vision of a Hindu nation, which may conflict with the secular and pluralistic ideals enshrined in the Constitution.
Constitutional Morality: The Constitution aims to create a society that respects diverse religions and cultures, contrasting with the RSS’s focus on a singular religious identity. This juxtaposition presents challenges to the commitment of civil servants to uphold constitutional values.
Historical background of the Constitution: The Constitution was designed to restructure Indian society post-independence, ensuring inclusivity and rejecting the idea of a state aligned with a single religious community. The RSS’s ideology, which criticizes the post-1947 restructuring, poses a fundamental challenge to this vision.
Democratic Challenges: The existence of non-democratic and exclusionary ideas within a democratic framework complicates governance. The rise of Hindutva politics, which emphasizes majoritarianism and exclusion, threatens the principles of constitutional democracy.
Need for Reinforcement: To counter the influence of ideologies that contradict constitutional morality, there is a pressing need to reinvigorate the commitment to constitutional democracy among civil servants and the broader public.
Conclusion: To uphold constitutional democracy, it is crucial to reinforce the commitment to secularism, inclusivity, and the rule of law among civil servants and the broader public amidst ideological challenges.
Mains PYQ:
Q To enhance the quality of democracy in India the Election Commission of India has proposed electoral reforms in 2016. What are the suggested reforms and how far are they significant to make democracy successful? (2017)
From UPSC perspective, the following things are important :
Prelims level: Ecologically Sensitive Areas (ESAs)
Mains level: Reason behind the designation of Western Ghat as an ESA
Why in the news?
On Friday, the Central government released the sixth draft notification, designating 56,825.7 square kilometre of the Western Ghats as an ecologically sensitive area (ESA) across the states of Gujarat, Maharashtra, Goa, Karnataka, Kerala, and Tamil Nadu.
Recommendations of the Gadgil and Kasturirangan Committees
Gadgil Committee: Recommended that 75% of the Western Ghats (129,037 sq km) be designated as ecologically sensitive areas (ESAs) with restrictions on development activities.
Kasturirangan Committee: Notified only 37% of the Western Ghats as ESAs, reducing the extent compared to the Gadgil report. It split the region into cultural (human settlements) and natural (non-human settlements) zones.
Ecologically Sensitive Areas (ESAs)
ESAs are regions recognized for their environmental significance, where human activities are regulated to protect biodiversity, ecosystems, and natural habitats. These areas are often home to endemic species of plants and animals and are crucial for maintaining ecological balance.
The Environment (Protection) Act of 1986 allows the Central Government to restrict industrial activities in these sensitive areas to safeguard their ecological integrity. Although the term “Eco-Sensitive Zones” is not explicitly mentioned in the Act, provisions exist to prohibit or regulate activities based on biodiversity and environmental considerations.
The reason behind it:
Biodiversity Hotspot: The Western Ghats is recognized as one of the world’s eight “hottest hotspots” of biological diversity and a UNESCO World Heritage Site. It is home to numerous endemic species and globally threatened flora and fauna, making its protection crucial for conserving biodiversity.
Recent Natural Disasters: The draft notification follows severe landslides in Wayanad, Kerala, which resulted in significant loss of life and property. These events underscored the vulnerability of the region to ecological disasters, highlighting the need for protective measures to prevent further environmental degradation
Opposition from States
State governments, including Kerala, have opposed the proposals in the draft notifications for declaring ESAs along the Western Ghats.
The Kerala government want to reduce the ESA to 9,993.7 sq km from the Kasturirangan committee’s recommendation of 13,108 sq km.
The then Kerala government led by Oommen Chandy opposed the Gadgil report and appointed another panel to come up with an independent report.
New Panel Formed by the Government
In April 2022, the Centre formed another panel to “re-examine suggestions by these six state governments while keeping in view the conservation aspects of the disaster-prone pristine ecosystem, as well as rights, privileges, needs and developmental aspirations of the region”.
The Centre and expert panel held 10 meetings with states having Western Ghats to discuss the fifth draft notification at various forums.
The sixth draft notification, issued on Friday, declared 56,825.7 sq km of the Western Ghats as ESAs in the states of Gujarat, Maharashtra, Goa, Karnataka, Kerala and Tamil Nadu
Way forward:
Integrated Management Plans: The Government should develop and implement integrated management plans that balance ecological conservation with the developmental needs of the region.
Enhanced Monitoring and Enforcement: There is a need to strengthen the regulatory framework by enhancing monitoring mechanisms and enforcing existing environmental laws more stringently.
Mains PYQ:
Q Differentiate the causes of landslides in the Himalayan region and Western Ghats. (2021)
From UPSC perspective, the following things are important :
Prelims level: Bordering countries of Vietnam
Mains level: Importance of Vietnam for India
Why in the news?
During his welcome of Vietnamese Prime Minister Pham Minh Chinh, Prime Minister Narendra Modi emphasized the significance of freedom of navigation while subtly referencing China.
Evolution of Bilateral Relations to Strategic Partnership
Early Relations: Cultural and economic links between India and Vietnam date back to the 2nd century, with significant support from India during Vietnam’s struggles against colonialism and foreign intervention, particularly during the Vietnam War.
Formal Diplomatic Relations: Official diplomatic relations were established in 1992, marking the beginning of extensive economic ties, including cooperation in oil exploration, agriculture, and manufacturing.
Upgrade to Strategic Partnership (2007): The relationship was elevated to a “Strategic Partnership” during Vietnamese Prime Minister Nguyen Tan Dung’s visit to India in July 2007. This marked a significant step in formalizing cooperation across various sectors, particularly in defence and security.
Comprehensive Strategic Partnership (2016): During Indian Prime Minister Narendra Modi’s visit to Vietnam in September 2016, the partnership was further upgraded to a “Comprehensive Strategic Partnership.” This upgrade emphasized enhanced cooperation in defence, trade, and cultural exchanges, as well as a shared commitment to regional security.
Vietnam’s Remarkable Strides under Communist Party of Vietnam (CPV) Leadership
Economic Development: Under the CPV’s leadership, Vietnam has experienced significant economic growth and development, embracing a foreign policy of independence and multilateralism.
This approach has positioned Vietnam as a reliable partner in the region, fostering deeper economic ties with countries like India.
Strategic Investments: Vietnam has actively sought to attract Indian investments in various sectors, including renewable energy, pharmaceuticals, and technology.
The Vietnamese government has expressed gratitude for India’s support during the COVID-19 pandemic, particularly in vaccine distribution, which has further solidified ties between the two nations.
Building Bridges in Strategic Relationship through Foreign Policy
Shared Vision for the Indo-Pacific: Both Prime Ministers emphasized their commitment to a free, open, and rules-based Indo-Pacific.
Indian PM’s assertion that India supports development, not expansionism, reflects a mutual stance against aggressive territorial claims, particularly in the South China Sea, where both nations advocate for adherence to international law.
Collective Approach to Conflicts: The leaders highlighted the importance of a collective approach to resolving regional conflicts, including those in Myanmar and West Asia.
This stance underscores their commitment to multilateralism and regional stability, with Vietnam recognizing India’s role as a stabilizing force in the Indo-Pacific.
Significance of the Visit
Strengthening Strategic Ties: Prime Minister Chinh’s visit signifies a deepening of the strategic partnership, with both sides committing to enhanced cooperation in defence, maritime security, and economic development.
The agreement on a $300 million credit line for Vietnam’s maritime capabilities is a notable outcome of the discussions.
Cultural and Economic Connectivity: The visit also marked the signing of multiple agreements across various sectors, including customs, agriculture, and traditional medicine, demonstrating a comprehensive approach to enhancing bilateral relations.
The establishment of digital payment connectivity is another step towards strengthening economic ties.
Way forward:
Strengthening Economic and Trade Ties: Both nations should focus on achieving the proposed bilateral trade target of $20 billion by expanding cooperation in key sectors such as renewable energy, technology, and agriculture.
Enhancing Defense and Security Cooperation: To address regional security challenges, particularly in the context of the South China Sea, India and Vietnam should deepen their defence and security collaboration.
From UPSC perspective, the following things are important :
Prelims level: Renewable energy
Mains level: Significance of Pumped Storage Projects
Why in the news?
The Union Budget for 2024-25 announced that “a policy will be introduced to promote pumped storage projects aimed at electricity storage and ensuring the seamless integration of the increasing share of renewable energy.
Why is renewable power generation subject to variations and weather changes?
Due to Intermittent nature: Renewable energy sources, particularly solar and wind, are inherently intermittent. Solar energy is only available during daylight hours and is affected by weather conditions such as cloud cover, while wind energy varies with wind speed and direction. This variability leads to fluctuations in power generation, making it challenging to match supply with demand consistently.
Daily and Seasonal Variations: The generation capacity of renewable sources can change significantly over short periods (hours to days) and longer periods (seasonal). For instance, solar power generation peaks during sunny days and drops to zero at night, while wind power can vary greatly depending on seasonal weather patterns.
Significance of Pumped Storage Projects
Grid Stabilization: Pumped storage projects are critical for stabilizing the power grid by addressing the variability and intermittency of renewable energy sources like solar and wind.
Energy Storage Capacity: PSPs account for over 94% of the installed global energy storage capacity, making them the most widely used technology for large-scale energy storage.
Flexible Energy Generation: These projects can provide both base load and peaking power, offering flexibility in energy generation.
Environmental Benefits: Pumped storage is a clean and environmentally friendly technology.
Economic Viability: The cost of energy from pumped storage is competitive compared to other energy storage technologies.
How do Power Managers decide which energy source to use?
Use of forecasting Techniques: Power managers utilize advanced forecasting techniques to predict renewable energy generation based on expected weather conditions. This allows them to plan the operation of different power plants in advance, ensuring a steady supply of electricity.
Demand and Supply Management: Decisions on which energy source to use are based on real-time demand and the availability of renewable energy. When there is a surplus of renewable energy (e.g., during sunny or windy periods), it may be used to pump water in pumped storage systems. Conversely, when renewable generation is low, power managers may rely on more stable sources like hydro, coal, or nuclear power to meet demand.
Where are some of the Pumped Storage Projects of India situated?
Kadamparai: Located in Tamil Nadu, this facility has a capacity of 400 MW and operates by pumping water to a higher reservoir during periods of surplus power generation.
Other Notable Projects: India has several other pumped storage projects, including those at Nagarjunasagar, Kadana, and Panchet. These facilities contribute to managing the variability of renewable energy generation in the country.
How do the reservoirs in Kadamparai, Tamil Nadu operate?
The Kadamparai pumped storage plant consists of two reservoirs at different elevations. Water is pumped from the lower reservoir to the upper reservoir when there is surplus power available, typically from solar or wind sources.
When demand rises, especially during peak evening hours, water flows from the upper reservoir to the lower reservoir, turning turbines to generate electricity. This operation allows the plant to provide power for three to four hours during peak demand periods, effectively stabilizing the grid.
The plant can switch between pumping and generating modes, allowing it to respond quickly to changes in power demand. This flexibility is crucial for integrating variable renewable energy sources into the grid.
Conclusion: The need to Develop a robust and flexible grid infrastructure that can efficiently handle the integration of renewable energy sources is crucial. Implementing smart grid technologies, including real-time monitoring, advanced forecasting techniques, and automated demand-response systems, can optimize the balance between supply and demand.
However, the seven-judge Bench, led by Chief Justice of India (CJI) D.Y. Chandrachud, emphasized that this must be grounded on “quantifiable and demonstrable data” rather than political motivations.
Why sub-classification is necessary?
Addressing Inequality Within SCs: The Supreme Court ruling emphasizes that SCs are not a homogeneous group. Instead, there are significant disparities in socio-economic and educational status among different castes within the SC category.
Sub-classification allows for the identification of those who are more disadvantaged and ensures that benefits are equitably distributed among them.
Equitable Distribution of Benefits: States have argued that despite existing reservations, certain castes remain grossly underrepresented compared to others.
Sub-classification aims to create separate quotas for these underrepresented groups within the SC quota, thereby promoting fairness and equity in the distribution of affirmative action benefits.
Legal Precedent and Historical Evidence: The majority opinion of the Supreme Court referenced historical and empirical evidence indicating that specific castes within the SCs face greater oppression and discrimination.
Judicial Oversight: The ruling stipulates that any sub-classification must be based on “quantifiable and demonstrable data” regarding levels of backwardness and representation, ensuring that the process is transparent and justifiable.
What does the creamy layer principle say?
Exclusion of the Creamy Layer: The creamy layer principle refers to the exclusion of the more affluent and advanced members within a backward class from receiving reservation benefits. This principle is currently applied to Other Backward Classes (OBCs) but has been suggested for implementation within SCs and STs as well.
Achieving True Equality: Justice B.R. Gavai, in his concurring opinion, emphasized the need for states to identify and exclude the creamy layer among SCs and STs to ensure that affirmative action benefits reach those who are genuinely disadvantaged.
Historical reason: The creamy layer principle has been upheld in various Supreme Court judgments (Indra Sawhney judgment in 1992), which have recognized that certain individuals within reserved categories may have advanced socio-economic status and should not benefit from reservations intended for the disadvantaged.
Way forward:
Data Collection and Analysis: States should prioritize the collection of comprehensive and quantifiable data on the socio-economic status of different castes within the SC and ST categories.
Policy Framework for Creamy Layer Exclusion: States should develop clear policies to identify and exclude the creamy layer within SCs and STs from reservation benefits.
From UPSC perspective, the following things are important :
Prelims level: About NDMA
Mains level: Roles and functions of NDMA
Why in the news?
Union Minister of State for Home Nityanand Rai presented the Disaster Management (Amendment) Bill, 2024 in the Lok Sabha on Thursday.
Proposed Provisions in the Bill
Creation of a Disaster Database: The Bill mandates the establishment of a comprehensive disaster database at both national and state levels, which will include disaster assessments, fund allocation details, expenditures, preparedness and mitigation plans, and a risk register based on the type and severity of risks.
Urban Disaster Management Authority: It proposes the formation of an “Urban Disaster Management Authority” for state capitals and large cities with municipal corporations, aimed at enhancing local disaster management capabilities.
Empowerment of NDMA and SDMAs: The Bill empowers the National Disaster Management Authority (NDMA) and State Disaster Management Authorities (SDMAs) to prepare disaster management plans, replacing the previous role of the National Executive Committee and State Executive Committees.
Periodic Risk Assessment: The NDMA is tasked with periodically assessing the entire range of disaster risks in the country, including emerging risks due to extreme climate events.
Statutory Status for Pre-Act Organizations: The Bill provides statutory recognition to certain pre-existing organizations, such as the National Crisis Management Committee and the High-Level Committee.
Penalties for Non-Compliance: It includes provisions allowing the Central and State governments to impose penalties for actions that hinder disaster management efforts, with fines not exceeding ₹10,000.
Substantial Questions on Excessive Powers
Concerns Over Central Authority: Opposition members, including Congress leader Manish Tewari, raised concerns that the Bill grants excessive rule-making powers to the Central government, potentially encroaching upon the legislative powers reserved for State governments.
Constitutional Validity: Questions were raised regarding the constitutional basis for the Bill, as disaster management is not explicitly mentioned in the subjects of the Concurrent List.
Multiplicity of Authorities: Critics, including Trinamool Congress member Sougata Roy, expressed concerns that the creation of multiple authorities could lead to confusion and bureaucratic inefficiencies, potentially hampering effective disaster response.
Need to aim for more clarity
Clarification of roles: The Bill aims to bring more clarity and convergence in the roles of various authorities and committees involved in disaster management, addressing the need for streamlined coordination among stakeholders.
Enhanced Local Management: By empowering local authorities through the establishment of Urban Disaster Management Authorities, the Bill seeks to ensure that disaster management plans are more relevant and tailored to specific regional challenges.
Alignment with Development Plans: The Bill emphasizes the need to mainstream disaster management into development plans, aligning with recommendations from the Fifteenth Finance Commission and ensuring that disaster risk reduction is integrated into broader governance frameworks.
Way forward:
Strengthening Collaboration with State Governments: To address concerns about excessive central authority and potential overlaps with state powers, it is crucial to establish a framework for ongoing collaboration between the Central and State Disaster Management Authorities.
Implementing a Comprehensive Training and Capacity-Building Program: The successful implementation of the proposed Urban Disaster Management Authorities and the broader disaster management framework will depend on the capacity of local officials and stakeholders.
Mains PYQ:
Q Discuss the recent measures initiated in disaster management by the Government of India departing from the earlier reactive approach. (2020)
From UPSC perspective, the following things are important :
Prelims level: Indexation, Capital Gains Tax Regime.
Mains level: Significance of indexation
Why in the news?
Finance Minister Nirmala Sitharaman’s decision to eliminate indexation for calculating long-term capital gains (LTCG) tax in the Union Budget has received a lukewarm response from stakeholders.
Changes in the LTCG Regime
The new LTCG regime removes the indexation benefit for property, gold, and other unlisted assets.
The LTCG tax rate is reduced from 20% to 12.5%.
For assets purchased before 2001, the fair market value as of April 1, 2001, is considered the cost of acquisition.
What is long-term capital gains (LTCG) tax?
LTCG refers to the profit realized from the sale of an asset that has been held for more than one year. This includes various types of assets such as stocks, bonds, real estate, and mutual funds.
If an asset is sold before this holding period, the gains are classified as short-term capital gains (STCG) and are taxed at different rates.
Why has the Union Finance Minister done away with indexation for computing long-term capital gains (LTCG) tax?
Simplification of Tax Computation: The Finance Minister proposed the change to “ease computation of capital gains for the taxpayer and tax administration.” The intention is to simplify the tax process.
Uniform Tax Rate: Long-term gains on all financial and non-financial assets would now be taxed at a flat rate of 12.5%, replacing the previous tiered structure.
High real estate return: The Income Tax department believes that the real estate returns (12-16% per annum) are higher than indexation for inflation (4-5%). Thus, it predicts “substantial tax savings” for a “vast majority” of taxpayers under the new system.
What is indexation?
Indexation is a mechanism used to adjust the original purchase price of an asset to account for inflation. It helps in calculating the real gains and prevents inflation from inflating the tax liability. The adjusted purchase price is called the indexed cost of acquisition.
How does Indexation help in Tax Savings?
Adjusts the purchase price for inflation: Indexation increases the original purchase price of an asset to account for inflation between the time of purchase and sale. This results in a lower taxable capital gain.
Reduces the taxable capital gains: By revising the purchase price upwards using the Cost Inflation Index, indexation reduces the difference between the sale price and purchase price. This lowers the taxable capital gains amount.
Leads to lower tax liability: With a reduced taxable capital gain, the tax payable on it also decreases. For example, on a ₹48 lakh gain from selling a house, indexation can bring down the taxable gain to ₹28.6 lakh, saving ₹4,264 in tax (assuming 20% LTCG rate).
What has been the feedback from corporates and industry regarding the move?
Concerns Over Increased Tax Liability: Many stakeholders expressed apprehension that the removal of indexation would lead to higher tax obligations for ordinary investors, particularly in the real estate sector.
There are fears that this might encourage the undervaluation of properties to reduce capital gains tax and potentially increase black money transactions in real estate.
Mixed Reactions from Realty Players: While some real estate developers and consultants indicated that the removal of indexation might not significantly impact demand and prices, especially for primary home buyers, they noted that high-end properties could see a drop in demand.
Some developers viewed the changes positively and said that the lowered tax rate (from 20% to 12.5%) could make real estate a more attractive long-term investment.
Government Justifications and Clarifications: The government has argued that the new tax regime simplifies the capital gains tax structure and is beneficial for most taxpayers.
Way forward:
Transitional Provisions: Govt. should implement transitional provisions for existing investments to ease the shift from the old system to the new one.
Strengthen the monitoring system: Need to strengthen monitoring mechanisms to prevent the undervaluation of properties and reduce black money transactions.
Mains PYQ:
Q Comment on the important changes introduced in respect of the Long-term Capital Gains Tax (LCGT) and Dividend Distribution Tax (DDT) in the Union Budget for 2018-2019. (UPSC IAS/2018)
From UPSC perspective, the following things are important :
Prelims level: Large Language Models (LLMs)
Mains level: Challenges related to the data source used by AI
Why in the news?
Only by providing fair and broad access to data can we unlock AI’s full potential and ensure its benefits are shared equitably.
Present Scenario of ‘Data Race vs. Ethics’
Data Demand vs. Quality: The race for data has intensified as AI systems, particularly Large Language Models (LLMs), require vast amounts of high-quality data for training.
However, there is a growing concern that this demand may compromise ethical standards, leading to the use of pirated or low-quality datasets, such as the controversial ‘Books3’ collection of pirated texts.
What are Large Language Models (LLMs)?
Large Language Models (LLMs) are advanced AI systems that can understand and generate human-like text by learning from vast amounts of data, enabling a wide range of language-related applications.
Feedback Loops and Bias Amplification: The reliance on existing datasets can create feedback loops that exacerbate biases present in the data.
As AI models are trained on flawed datasets, they may perpetuate and amplify these biases, resulting in skewed outputs that reflect an unbalanced and often Anglophone-centric worldview.
Ethical Considerations: The urgency to acquire data can overshadow ethical considerations. This raises questions about the fairness and accountability of AI systems, as they may be built on datasets that do not represent the diversity of human knowledge and culture.
Challenges towards the Sources
Lack of Primary Sources: Current LLMs are primarily trained on secondary sources, which often lack the depth and richness of primary cultural artefacts.
Important primary sources, such as archival documents and oral traditions, are frequently overlooked, limiting the diversity of data available for AI training.
Underutilization of Cultural Heritage: Many repositories of cultural heritage, such as state archives, remain untapped for AI training.
These archives contain vast amounts of linguistic and cultural data that could enhance AI’s understanding of humanity’s diverse history and knowledge.
Digital Divide: The digitization of cultural heritage is often deprioritized, leading to a lack of access to valuable data that could benefit AI development.
This gap in data availability disproportionately affects smaller companies and startups, hindering innovation and competition with larger tech firms.
Case Studies from Italy and Canada
Italy’s Digital Library Initiative: Italy allocated €500 million from its ‘Next Generation EU’ package to develop a ‘Digital Library’ project aimed at making its rich cultural heritage accessible as open data. However, this initiative has faced setbacks and deprioritization, highlighting the challenges of sustaining investment in cultural digitization.
Canada’s Official Languages Act: This policy, once criticized for being wasteful, ultimately produced one of the most valuable datasets for training translation software.
Conclusion: There is a need to implement robust ethical guidelines and standards for data collection and usage in AI training. These standards should ensure that datasets are sourced legally, represent diverse cultures and perspectives, and minimize biases. Encourage collaborations between tech companies, governments, and cultural institutions to develop and adhere to these guidelines.
From UPSC perspective, the following things are important :
Prelims level: Bordering countries of Russia and Ukraine
Mains level: India’s geopolitical priorities
Why in the news?
Prime Minister Narendra Modi’s anticipated visit to Ukraine next month should signify a reconfiguration of India’s strategy towards European security.
European Scenario
The war in Ukraine has put the question of Europe right at the top of India’s international agenda, necessitating a reconfiguration of India’s approach to European security.
India should see the war in Ukraine as an imperative for long overdue re-engagement with European peace and security, moving beyond treating it as a “pressure point” from the West or a moment for solidarity with Russia.
Europe is facing hard geopolitical dilemmas, torn between criticizing China, pleasing the US, and dealing with a resentful Russia willing to restructure the European security order.
India’s peace diplomacy in Ukraine, even in a limited way, would be worthwhile given the implications of the war for the Indian economy and security, as history shows that China benefits from conflicts between Russia and the West.
India’s Priorities
Re-engagement with European Security: The war in Ukraine has prompted India to reassess its approach to European geopolitics, which has been largely neglected in recent decades. India aims to strengthen its political and diplomatic ties with Europe, recognizing it as a crucial economic partner and a significant source of technology.
Balancing Relations with Russia and the West: India has maintained a careful balance in its relations with Russia while also courting Western powers. The historical ties with Russia, particularly in defence and energy, remain vital for India, especially as it increases its imports of discounted Russian oil.
Addressing Security Challenges: The ongoing conflict in Ukraine has complicated India’s security landscape, particularly with China’s growing ties to Russia and its strategic manoeuvres in Europe. India should navigate these complexities while ensuring its own security interests are safeguarded.
Promoting Peace Diplomacy: India is positioning itself as a mediator in the Ukraine conflict, emphasizing the importance of peace and dialogue. This diplomatic role not only enhances India’s global standing but also aligns with its long-term interests in promoting stability in a multipolar world.
Future outlook
India’s evolving global priorities reflect its ambition to assert itself as a significant player in international affairs, pursuing economic growth, security, and sustainable development while contributing to the emergence of a multipolar world order.
India’s role in shaping the future of global governance will continue to evolve as it navigates complex geopolitical dynamics and works towards its national interests and the common good of the international community.
Prime Minister Narendra Modi’s likely visit to Ukraine next month should mark a reconfiguration of India’s approach to European security, as the return of war to Europe has created multiple economic challenges for India and complicated its security challenges.
Way forward:
Proactive Diplomacy: India should actively engage with European countries and institutions to strengthen political and diplomatic ties.
Peace Mediation Efforts: India can leverage its neutral stance and diplomatic relations to facilitate peace dialogues and mediation efforts in the Ukraine conflict.
From UPSC perspective, the following things are important :
Prelims level: Bordering state with Myanmar
Mains level: Role of India in Myanmar
Why in the news?
On July 25, Myanmar’s junta and an ethnic group both claimed control of Lashio’s military command after clashes began on July 3.
Background
The 2021 Military coup in Myanmar triggered sustained violent resistance which undermined military control.
Ethnic Armed Organisations (EAOs) and resistance groups, including the People’s Defence Forces (PDFs) and the Brotherhood Alliance, have made significant territorial gains.
The military’s fragile ceasefires have collapsed, leading to a loss of control in strategic areas, including Lashio, with reinforcements now concentrated near Mandalay.
The dominance of the Arakan Army
Large parts of Rakhine province have fallen under the control of the Arakan Army, an ethnic Rakhine Buddhist armed group.
The Arakan Army has seized territories on the borders with Bangladesh, including towns like Buthidaung, and is advancing towards important port cities on the Bay of Bengal coast like Kyauk Phyu, Sittwe, and Ngapali.
Control over these coastal areas gives the Arakan Army leverage to impact the implementation of infrastructure projects like China’s Belt and Road Initiative in Kyauk Phyu and India’s Kaladan project in Sittwe.
Objectives of Ethnic Armed Organizations (EAOs)
Major EAOs have refrained from declaring independence or creating new sovereign states, likely to avoid rallying renewed support for the military.
EAOs aim to establish a genuine federal democratic structure with maximum autonomy for provinces, with some advocating for a confederation.
Carving out new nation-states is challenging due to complex ethnic geographies and overlapping claims over homelands.
China’s Influence
China has engaged with multiple actors, including the military and various EAOs, to protect its massive investments and economic interests in the region.
Beijing has facilitated temporary ceasefires between the military and EAOs and maintains substantive relations with armed groups like the Brotherhood Alliance and United Wa State Army.
China has reportedly supplied defence equipment to both the military and EAOs, ensuring fragmented sovereignty in Myanmar
India’s role
India can share its experiences and institutional frameworks on federalism with stakeholders in Myanmar to help establish a new constitutional framework based on the principles of federalism and democracy.
Example: Despite the ongoing civil war, India has successfully constructed massive infrastructure projects in neighbouring Afghanistan, demonstrating its potential to contribute to regional peace and prosperity in Myanmar.
Way forward
Facilitate Dialogue and Mediation: To address the ongoing conflict in Myanmar, it is crucial for regional powers, including India and China, to facilitate dialogue between the military junta, Ethnic Armed Organizations (EAOs), and the National Unity Government (NUG).
Enhance Humanitarian Support and Development Initiatives: In parallel with diplomatic efforts, there should be an increase in humanitarian assistance to affected populations in conflict zones, particularly in Rakhine State and areas controlled by the Arakan Army.
Mains PYQ:
Q Examine the scope of Fundamental Rights in the light of the latest judgement of the Supreme Court on the Right to Privacy. (2020)
Explained | Polity | Mains Paper 2: Indian Constitution - historical underpinnings, evolution, features, amendments, significant provisions and basic structure
Note4Students
From UPSC perspective, the following things are important :
Prelims level: Legal Issues and the Puttaswamy Case Judgment
Mains level: Need of Think Tank
Why in the news?
Legal insights from well-structured think tanks can be crucial in clarifying the true intent of specific legislation for the government.
Scope to Review the Process of Legal Consultancy
Need for Structured Legal Inputs: The handling of legal issues by the National Democratic Alliance has been inadequate. There is a need for continuous, informed, and empirically valid legal inputs from structured think tanks to clarify legislative intents.
Proposal for a Legal Advisory Council (LAC): Establishing a LAC akin to the Economic Advisory Council could provide the Prime Minister with timely legal analysis and insights, helping to preempt legal challenges and enhance the legislative process.
Need of Think Tank:
Expert Legal and Policy Analysis: Well-structured think tanks provide informed and empirical legal analysis that can enhance the legislative process.
Facilitation of Evidence-Based Decision Making: Think tanks can contribute to evidence-based decision-making by conducting research and providing data-driven insights on complex legal and social issues.
Recent Legal Issues and the Puttaswamy Case Judgment
Electoral Bonds Scheme: The Supreme Court recently ruled the electoral bonds scheme unconstitutional for violating voters’ right to information. This decision highlights the importance of conducting proportionality tests before implementing laws to balance privacy rights with transparency.
Aadhaar Act Intervention: A similar legal examination prior to the implementation of the Aadhaar Act could have prevented the Supreme Court’s intervention in the K.S. Puttaswamy v. Union of India case, which addressed privacy concerns.
Transporter Strike: Concerns over the hit-and-run provisions in the Bharatiya Nyaya Sanhita, 2023, led to nationwide protests by transporters, indicating the need for thorough legal viability assessments before introducing potentially problematic legislation.
Anticipating Challenges
Proactive Legal Analysis: The proposed LAC would conduct legal analyses of issues referred by the government and perform suo motu research on contemporary legal matters, allowing for proactive identification of potential legal challenges.
Engagement with National Law Universities: Leveraging the expertise of national law universities can enhance the legal consultancy process, ensuring that laws are constitutionally viable and socially acceptable. Regular research inputs from these institutions can aid in formulating better legislation and addressing legal challenges before they escalate.
Way forward:
The LAC should comprise legal experts, eminent jurists, academicians, and researchers with specializations in various fields frequently legislated upon by the government, such as criminal law, trade law, international law, business laws, and taxation laws.
Establish formal mechanisms for collaboration, such as the Committee for Reforms in Criminal Laws at the National Law University Delhi set up by the Ministry of Home Affairs, to facilitate the exchange of ideas and research between the government and academia.
From UPSC perspective, the following things are important :
Prelims level: Location of Golan Heights
Mains level: Issues between Israel and Palestine
Why in the news?
Israel has announced that it would retaliate strongly against Hezbollah, accusing the group of being responsible for a rocket attack that killed 12 children and teenagers at a football field in the Israeli-occupied Golan Heights.
Background of Golan Heights:
The Golan Heights was captured by Israel during the Six-Day War in 1967 from Syria and has since been a point of contention between the two nations. In 1981, Israel effectively annexed the territory, a move not recognized by the international community.
Strategic Importance: The Golan Heights offers a commanding view of northern Israel and southern Syria, making it a critical military and strategic area. Its elevation allows for surveillance and control over surrounding regions, including the ability to monitor movements from Syria.
Causes of the conflict:
Support for Palestinians: Hezbollah’s attacks on Israel are framed as support for Palestinians facing Israeli bombardment in Gaza, particularly following the Hamas attacks on October 7, 2023. Hezbollah, as a member of the Iran-backed Axis of Resistance, has aligned itself with Hamas and other militant groups in the region.
Historical Hostilities: The conflict is rooted in a long history of hostility between Israel and Hezbollah, which was founded in 1982 to combat Israeli forces in Lebanon. Hezbollah views Israel as an illegitimate state and seeks its removal, which fuels ongoing tensions and military engagements.
Escalating Military Capabilities: Hezbollah has significantly enhanced its military capabilities since the 2006 war, possessing a large arsenal of rockets and advanced weaponry. This includes the ability to strike deep into Israeli territory, increasing the stakes for both sides in any conflict.
Implications of the Conflict
Humanitarian Impact: The ongoing hostilities have resulted in significant civilian casualties and displacement on both sides of the border. Israeli airstrikes in Lebanon have killed Hezbollah fighters and civilians, while Hezbollah’s attacks have resulted in Israeli casualties. The humanitarian toll is exacerbated by the broader context of the Gaza war.
Regional Stability: The conflict poses a risk of broader regional destabilization, potentially drawing in other actors and escalating into a full-scale war.
Political Ramifications: The conflict has significant political implications for both Israel and Lebanon. In Israel, the displacement of civilians has become a pressing political issue, while Hezbollah’s actions may influence its standing within Lebanon and the broader Shiite community.
How escalation can be avoided on the Global Stage?
Diplomatic Engagement: The United States and other international actors must continue to engage in diplomatic efforts aimed at de-escalating tensions. This includes facilitating dialogue between Israel and Hezbollah, as well as addressing the underlying issues related to the Gaza conflict. A ceasefire in Gaza could help reduce hostilities in Lebanon.
Regional Agreements: Need to make efforts to establish regional agreements that address territorial disputes and security concerns that can mitigate the risk of conflict.
Monitoring and Mediation: International bodies, including the United Nations, should increase their monitoring of the situation and mediate discussions between the conflicting parties. This can help prevent misunderstandings and miscalculations that could lead to escalated military responses.
Role of India in this situation: (Way forward)
Engaging with Arab Nations: India should also maintain and strengthen its relationships with Arab nations, including Lebanon, to ensure a balanced approach. This engagement can help India navigate the complexities of the situation and position itself as a neutral party that seeks to promote peace and stability in the region.
Facilitating Dialogue: By promoting dialogue between the conflicting parties, India can help de-escalate tensions and work towards a peaceful resolution.
Mains PYQ:
Q India’s relations with Israel have, of late, acquired a depth and diversity, which cannot be rolled back.” Discuss. (2018)
From UPSC perspective, the following things are important :
Prelims level: Data related to LNG import
Mains level: Trade dynamics related to LNG
Why in the news?
In 2023, the US surpassed the UAE to become India’s second-largest supplier of liquefied natural gas (LNG), providing 3.09 million tonnes (MT).
World LNG Report 2024 by International Gas Union (IGU)
US as a Major Supplier: The report highlights that the United States has displaced the UAE to become India’s second-largest supplier of liquefied natural gas (LNG) in 2023, with shipments reaching 3.09 million tonnes (MT).
Trade Growth: The US supplied India with 1.8 MT of LNG in 2019, which increased to 3.86 MT in 2021, indicating a significant rise in trade volume despite a decrease in 2022 due to rising prices.
Qatar’s Dominance: Qatar remained India’s largest LNG supplier from 2019 to 2023, with shipments peaking at 10.92 MT in 2023, reflecting its consistent role in India’s energy supply.
The decline of African Suppliers: The report notes a significant decline in LNG shipments from African nations, particularly Nigeria and Angola, which saw their exports to India drop from pre-pandemic levels of around 2.7 MT and 2.9 MT, respectively, to just 0.73 MT each in 2023.
Present trade dynamics
Price Sensitivity: Indian companies remain price-sensitive, with LNG imports being contingent on competitive pricing. Analysts suggest that if LNG prices stay below $12 per mBtu, there could be significant growth in imports.
Geographical Advantage: The proximity of US LNG cargoes to India via the Cape of Good Hope makes it more cost-effective for sellers to export to India compared to North Asia.
Long-term Contracts: Ongoing long-term contracts signed by Indian entities with US suppliers continue to underpin LNG consumption, despite fluctuations in global prices.
Use of LNG in India:
Fertilizer Sector: The fertilizer sector remains the largest consumer of LNG in India, contributing to 32% of the total natural gas consumption.
Power Sector: The power sector accounted for 12% of the total natural gas consumption in India.
City Gas Distribution (CGD) Sector: CGD entities accounted for 19% of the total natural gas consumption in India
What can be done?
Strengthening Domestic Policies: India could benefit from reforms in domestic gas policies, including greater transparency over LNG inventory levels and improvements in gas pipeline capacity, to enhance the efficiency of LNG imports and distribution.
Creating Price Stability: The need to establish a stronger index link between LNG import prices and domestic gas prices could mitigate price risks for LNG importers, ensuring that long-term contracts remain aligned with market conditions.
Enhancing Infrastructure: Govt. should invest in LNG infrastructure, including regasification terminals and transportation networks, which can facilitate increased imports and improve supply chain efficiency.
Diversifying Supply Sources: To reduce dependency on specific regions, India should explore diversifying its LNG supply sources, including potential agreements with emerging suppliers in different regions.
From UPSC perspective, the following things are important :
Prelims level: About Machine Unlearning (MUL)
Mains level: Significance of Machine Unlearning (MUL)
Why in the news?
The emergence of artificial intelligence has revolutionized various facets of our lives and has even prompted us to reevaluate our concepts of the mind, brain, and consciousness.
Antithesis of Machine Learning (ML):
Machine Unlearning (MUL) is considered the antithesis of Machine Learning (ML). It was first proposed by Cao and Yang in their work “Towards Making Systems Forget with Machine Unlearning.”
Machine Unlearning focuses on the ability to make AI models forget specific data they have learned. This concept addresses the challenges of removing or correcting sensitive, false, incorrect, or outdated information from trained AI models.
While ML is about learning from data to make predictions or decisions, MUL aims to reverse this process, ensuring that certain data can be effectively and completely erased from the models.
This concept is crucial for maintaining data privacy, reducing AI bias, and complying with regulations that require the deletion of personal or sensitive information.
Implementation approaches
Private Approach: Data fiduciaries voluntarily implement MUL algorithms, allowing flexibility but potentially limiting access for smaller companies due to cost and expertise barriers.
Public Approach: Governments can legislate requirements for MUL implementation, potentially creating a standard framework that data fiduciaries must follow. This can include guidelines under existing data protection laws, as seen in the EU’s AI Act, which addresses data poisoning and mandates security controls.
International Approach: This emphasizes the need for a global framework for MUL, recognizing that AI innovations have cross-border implications. International standard-setting organizations could play a crucial role in developing these standards
Techniques for Machine Unlearning
Exact Unlearning: This method completely removes the influence of specific data points from the model.
Approximate Unlearning: Instead of fully erasing the data’s influence, this technique minimizes its impact on the model’s predictions to an acceptable level.
Data-Centric Approaches: Techniques like data reorganization and pruning are employed to manage the dataset, making it easier to identify and remove unwanted data points.
Model-Centric Approaches: These methods involve manipulating the model parameters directly. For example, algorithms can adjust the weights associated with the data points that need to be forgotten, thereby reducing their influence on the model’s outputs.
Prompting-Based Methods: In large language models (LLMs), developers can use carefully crafted prompts to induce behaviours that mimic unlearning.
Algorithmic Innovations: New algorithms, such as MU-Mis, focus on minimizing the contribution of specific data points to the model’s decision-making process.
Way forward:
Development of Standardized Frameworks: The need to establish a comprehensive regulatory framework for MUL can facilitate its adoption across various sectors. Governments and international organizations should collaborate to create guidelines that mandate the use of MUL techniques for data privacy compliance, similar to the EU’s AI Act.
Investment in Research and Education: The need to increase funding and resources should be directed toward research in machine unlearning techniques and their applications.
Mains PYQ:
Q The emergence of the Fourth Industrial Revolution (Digital Revolution) has initiated e-Governance as an integral part of government”. Discuss. (2020)
From UPSC perspective, the following things are important :
Prelims level: Legal status of Marijuana
Mains level: Drug issues in India
Why in the news?
Telangana faces a drug crisis, with Hyderabad as a transit hub. Marijuana is trafficked via Konark Express to Maharashtra and Karnataka, per police reports.
The Gravity of the Drug Problem in Telangana
Hyderabad has emerged as a transit hub for drugs, with marijuana being ferried through the city to be supplied to neighbouring states like Maharashtra and Karnataka.
The number of people charge-sheeted for drug possession and peddling increased from 735 in 2020 to 3,052 in 2022. In the first six months of 2023, nearly 1,900 cases were lodged against peddlers and users.
An international drug ring was busted in February 2023, seizing ₹8 crore worth of synthetic psychedelics like OG Kush and Ecstasy pills.
Drug abuse has been found among students in top medical and management colleges in Hyderabad.
Initiatives taken by the State Government
Drug Detection Kits: Officials use the latest technology, including 12-panel drug tests, to instantly identify drug abuse among party attendees and students.
Special Operations: Operations such as checking attendees at Electronic Dance Music parties and conducting tests on students in colleges have been carried out.
Use of Sniffer Dogs: Sniffer dogs are deployed in pubs and transit hubs to detect contraband.
Legal and Technological Actions: The Telangana Anti-Narcotics Bureau sent cease and desist notices to firms manufacturing ganja-laced chocolates shipped via e-commerce platforms.
Political Will: Chief Minister A. Revanth Reddy has shown political will by advocating for awareness among politicians and celebrities, although this has led to legal disputes.
Legal Status of Marijuana
General Prohibition: Marijuana, including its various forms such as ganja (flower), charas (resin), and hashish, is illegal under the NDPS Act. It talks about the possession, sale, and production of these substances are criminal offences.
Bhang Exception: Bhang, made from the leaves and seeds of the cannabis plant, is legally consumed in many parts of India, especially during religious festivals. It is not classified as an illegal substance under the NDPS Act.
State Variations: Different states have their own regulations regarding cannabis. For example, Uttarakhand has legalized the commercial cultivation of hemp, while Odisha has a more lenient approach to recreational use. This leads to a patchwork of laws across the country.
Penalties: The NDPS Act prescribes severe penalties for drug offences.
Possession of small quantities can lead to imprisonment of six months to one year and fines of up to ₹10,000. For larger quantities, penalties can escalate to 10-20 years of imprisonment and fines of ₹1-2 lakh.
Requires Smart thinking and Policing (Way forward)
Focus on Trade, Not Users: The emphasis should be on dismantling the drug network rather than just catching users. This approach was advocated by Home Minister Amit Shah.
Avoiding Witch Hunts: The fight against drugs should not lead to the targeting of specific localities or public shaming of institutions.
Need Economic Considerations: Measures such as shutting down nightlife venues before midnight could harm the economy and the business environment.
Implement Integrated Approach: A comprehensive strategy is needed that involves smarter policing, better use of technology, and effective legal actions against producers and suppliers rather than users.
Mains PYQ:
Q India’s proximity to two of the world’s biggest illicit opium-growing states has enhanced her internal security concerns. Explain the linkages between drug trafficking and other illicit activities such as gunrunning, money laundering and human trafficking. What countermeasures should be taken to prevent the same? (2018)
