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GS Paper: GS3

  • Firefly Sparkle Galaxy

    Why in the News?

    James Webb Space Telescope (JWST) has identified a rare galaxy, Firefly Sparkle, offering a unique look into early galaxy formation.

    Firefly Sparkle Galaxy

    About Galaxy Firefly Sparkle:

    Details
    • Discovered by NASA’s James Webb Space Telescope (JWST), dating back to 600 million years after Big Bang.
      • It is one of the earliest low-mass galaxies discovered, providing rare insights into early galaxy formation.
    • It is named so because its star clusters shine brightly, resembling fireflies in JWST’s images.
    • It is part of a group of galaxies from the early universe, offering clues about how galaxies like the Milky Way may have formed.
    Features of the Galaxy
    • Mass equal to 10 million suns, making it a relatively low-mass galaxy.
    • Visible portion spans just 1,000 light-years, much smaller than the Milky Way’s 100,000 light-years.
    • Contains 10 distinct star clusters, each representing different stages of star formation.
      • Accompanied by 2 smaller galaxies, Firefly-Best Friend and Firefly-New Best Friend.
    • Elongated raindrop shape, indicating it is still forming.
    Observational Studies by JWST
    • Used gravitational lensing to magnify the galaxy’s light by 16-26 times, providing detailed observations.
    • JWST observed varied stages of star formation, with younger stars appearing blue and older stars red.
      • It is forming piece by piece, with each star cluster representing a phase of formation.
    • These observations help refine theories on galaxy formation and star cluster dynamics in the young universe.

     

    PYQ:

    [2022] Launched on 25th December, 2021, James Webb Space Telescope has been much in the news since then. What are its unique features which make it superior to its predecessor Space Telescopes? What are the key goals of this mission? What potential benefits does it hold for the human race?

    [2012] Which of the following is/are cited by the scientists as evidence/evidences for the continued expansion of universe?

    1. Detection of microwaves in space
    2. Observation of redshift phenomenon in space
    3. Movement of asteroids in space
    4. Occurrence of supernova explosions in space

    Select the correct answer using the codes given below:

    (a) 1 and 2
    (b) 2 only
    (c) 1, 3 and 4
    (d) None of the above can be cited as evidence

  • In news: Bharatmala Pariyojana

    Why in the News?

    • Bharatmala Pariyojana is a comprehensive road development project initiated by the Government of India to improve connectivity and reduce logistics costs across the country.
      • The total length covered under the scheme is 34,800 km, with an estimated cost of Rs. 5.35 lakh crore.

    About Bharatmala Pariyojana

    Details
    • Launched to improve road connectivity, enhance freight/passenger movement, and reduce logistics costs.
    • First-phase launched in 2017, covering 34,800 km of roads, with an estimated cost of Rs. 5.35 lakh crore.
      • Long-term goals to be completed in phases over several years.

    Key Components:

    • Economic Corridors & Efficiency: Focus on developing 26,000 km of roads and improving the Golden Quadrilateral and North-South/East-West Corridors.
    • Inter-State & Feeder Routes: 8,000 km of interstate corridors and 7,500 km feeder routes.
    • Border & International Roads: 2,000 km of roads for trade and security.
    • Coastal & Port Connectivity: 2,000 km of roads for better port connectivity.
    • Green-Field Expressways: New expressways to reduce congestion.
    Aims and Objectives
    • 50 national corridors to be constructed, reducing freight traffic congestion and facilitating movement on national highways.
    • 550 districts to be connected nationwide, up from the current 300 districts linked with national highways.
    • Logistic Performance Index (LPI) to be introduced, helping identify trade and logistics challenges and opportunities.
    • Expected to increase employment opportunities for people.
    Funding and Implementation
    • Central Road and Infrastructure Fund (CRF): Created under the Central Road Fund Act, 2000, this non-lapsable fund is used for building and upgrading national highways and other infrastructure, funded through cess on petrol and diesel.
    • Monetization of National Highways: The monetization of existing infrastructure assets is used as a source of funding.
    • Private Sector Investment: Bharatmala invites participation from the private sector for funding and execution of certain projects.
    • Additional Budgetary Support: Funds from additional budgetary allocations by the central government also support the project.

     

    Do you know?

    1. Sagarmala Programme approved in 2015, focuses on port infrastructure development along the 7,516-km coastline through modernisation, mechanisation, and computerisation.
    2. Parvatmala (National Ropeways Development Programme) announced in Union Budget 2022-23 to improve connectivity in hilly areas, under MORTH.
      • Implemented in PPP mode as an ecologically sustainable alternative to conventional roads in challenging terrains.
      • Initial regions: Uttarakhand, Himachal Pradesh, Manipur, Jammu & Kashmir, and North Eastern states.

     

    PYQ:

    [2017] With reference to ‘National Investment and Infrastructure Fund’, which of the following statements is/are correct?

    1. It is an organ of NITI Aayog.
    2. It has a corpus of Rs 4,00,000 crore at present.

    Select the correct answer using the code given below:

    (a) 1 only
    (b) 2 only
    (c) Both 1 and 2
    (d) Neither 1 nor 2

  • First Ice-Free day in the Arctic could come by 2030: Study

    Why in the News?

    A recent study suggests that the Arctic Ocean may experience its first ice-free day—where sea ice falls below one million square kilometres—by 2030, or even sooner.

    Key Highlights of the Study

    • First Ice-Free Day Prediction: The study predicts that the Arctic Ocean could experience its first ice-free day (less than one million square kilometres of sea ice) by 2030, or even sooner, depending on climatic conditions.
    • Simulations and Models:
      • 11 different climate models were used to run 366 simulations from 2023 to 2100 to assess the future of Arctic sea ice.
      • Most simulations predict the ice-free day within 7 to 20 years, with some models suggesting it could happen as early as September 2027.
    • Conditions for Ice-Free Day: The occurrence of an ice-free day will depend on a combination of unusually warm seasons and stormy weather, which accelerates the melting of the sea ice.
    • Impact on Sea Ice: Once the first ice-free day occurs, it could be followed by an ice-free period lasting between 11 to 53 days, potentially leading to the first ice-free month.

    How does the Arctic Tundra store Carbon?

    • The Arctic tundra stores carbon primarily through a process where plants absorb carbon dioxide (CO2) from the atmosphere via photosynthesis.
      • This carbon gets trapped in the soil and organic matter (plants and animals) that accumulate over time.
    • The cold Arctic climate slows the decomposition of plant and animal remains, meaning that organic materials, including carbon, remain locked in the permafrost.
      • This permafrost acts as a natural storage system, preventing CO2 from being released back into the atmosphere.
    • Scientists estimate that the Arctic tundra holds about 1.6 trillion metric tonnes of carbon, which is roughly double the amount of carbon in the Earth’s atmosphere.

    Why is the Arctic Tundra emitting more carbon than absorbing it?

    • Rising temperatures in the Arctic are causing the permafrost to thaw at an accelerated rate.
      • When permafrost thaws, microbes in the soil become active, breaking down the organic material trapped in the frozen ground, which results in the release of carbon dioxide (CO2) and methane (CH4), two potent greenhouse gases.
      • The Arctic has been warming at a rate four times faster than the global average.
      • 2024 was the second-warmest year on record for the region, contributing significantly to the thawing of the permafrost.
    • Wildfires in the Arctic have become more frequent and intense, further accelerating the thawing of permafrost. Wildfire smoke also contributes to the release of greenhouse gases.
    • Between 2001 and 2020, the combination of rising temperatures and increased wildfires led to the Arctic tundra releasing more carbon than it absorbed, marking a significant shift in its role from a carbon sink to a carbon emitter.

    Why does it matter?

    • Climate Change Acceleration: The loss of sea ice will amplify the Albedo effect, causing the Arctic region to absorb more sunlight and heat, which will accelerate global warming and trigger extreme weather events in mid-latitudes.
    • Rising Sea Levels: The loss of Arctic ice contributes to sea level rise, with potential long-term impacts on coastal populations and ecosystems, particularly if the Greenland ice sheet melts completely, which could raise sea levels by 6 meters.
    • Ecosystem and Species Impact: The melting of sea ice will threaten species that rely on the ice for habitat, such as polar bears, walruses, and reindeer, disrupting the Arctic food chain.
    • Human and Infrastructure Threats: Arctic communities and their infrastructure are at risk as the region warms at four times the global average, threatening the livelihoods of people living in these areas.

    Back2Basics: Albedo Effect

    arctic albedo

    • It refers to the measure of how much sunlight is reflected by a surface.
    • It is expressed as a percentage; a surface with a high albedo reflects more sunlight, while a surface with a low albedo absorbs more.
    • Light-colored surfaces like ice and snow have high albedo, reflecting most of the sunlight, whereas dark surfaces like oceans and forests have low albedo, absorbing more heat.

     

    PYQ:

    [2022] Discuss global warming and mention its effects on the global climate. Explain the control measures to bring down the level of greenhouse gases which cause global warming, in the light of the Kyoto Protocol, 1997.

    [2012] The increasing amount of carbon dioxide in the air is slowly raising the temperature of the atmosphere because it absorbs:

    (a) the water vapour of the air and retains its heat
    (b) the ultraviolet part of the solar radiation
    (c) all the solar radiations
    (d) the infrared part of the solar radiation

  • India launched the World’s first Green Steel Taxonomy

    Why in the News?

    The Ministry of Steel unveiled the world’s first Taxonomy of Green Steel, setting a benchmark for decarbonizing the steel industry.

    About the Green Steel Taxonomy:

    What is it?
    • A formal framework introduced by India to define and promote the production of steel with reduced carbon emissions.
    • It sets clear standards for what constitutes green steel, aiming to help the Indian steel sector transition to low-carbon production methods.
    • The taxonomy defines greenness percentages based on the steel plant’s carbon emission intensity.
    • Seeks to ensure that production aligns with India’s goal of net-zero emissions by 2070.
    Key Features
    • Emissions Threshold: Green Steel is defined based on emissions intensity, with steel plants needing to keep emissions below 2.2 tCO2 per tonne of finished steel (tfs) to be classified as green.
    • Star Rating System:
      1. Five-star: Emission intensity lower than 1.6 t-CO2e/tfs.
      2. Four-star: Emission intensity between 1.6 and 2.0 t-CO2e/tfs.
      3. Three-star: Emission intensity between 2.0 and 2.2 t-CO2e/tfs.
    • Steel exceeding 2.2 t-CO2e/tfs does not qualify as green steel.
    • Emissions Scope: Includes Scope 1, Scope 2, and limited Scope 3 emissions, covering production, agglomeration, beneficiation, and emissions from raw materials and intermediates.
    • Certification: NISST will oversee Measurement, Reporting, and Verification (MRV), issuing greenness certificates and star ratings annually.
    • Review Period: The thresholds for green ratings will be reviewed every 3 years.
    Significance
    • Environmental Sustainability: Aims to reduce carbon footprint in line with national climate goals.
    • Market Creation: Promotes innovation in low-carbon steel products.
    • Global Competitiveness: Ensures Indian steel meets international sustainability standards.
    • Guidance for Industry: Encourages adoption of greener practices.
    Other Key Initiatives
    • National Mission on Green Steel (NMGS): Policy support, funding, and incentives for low-carbon technologies.
    • Electrification of Steelmaking: Use of electric arc furnaces (EAF) to reduce reliance on coal.
    • Hydrogen-based Steelmaking: Exploring hydrogen as a clean fuel.
    • Carbon Capture and Storage (CCS): Technologies to capture CO2 emissions.
    • Public Procurement Policies: Promotes green steel use in public infrastructure.
    • Research and Development: Investments in low-carbon technologies and materials.

     

    PYQ:

    [2020] Steel slag can be the material for which of the following

    1. Construction of base road

    2. Improvement of agricultural soil

    3. Production of cement

    Select the correct answer using the code given below:

    (a) 1 and 2 only

    (b) 2 and 3 only

    (c) 1 and 3 only

    (d) 1, 2 and 3 only

  • Beijing’s War Against Air Pollution

    Why in the News?

    In 2015, Beijing had an annual average Air Quality Index (AQI) of 144, comparable to Delhi’s current average of 155 in 2024. However, Beijing has since achieved a one-third reduction in its pollution levels, with the most notable decline occurring between 2013 and 2017.

    Why discuss Beijing in the context of Delhi?

    The comparison between Beijing and Delhi is significant due to their shared status as capitals of emerging economies facing severe air pollution challenges.  

    • Similar Pollution Levels: In 2015, Beijing had an average AQI of 144, comparable to Delhi’s current average of 155 for 2024. This similarity highlights the potential for improvement in Delhi, as Beijing has successfully reduced its pollution levels significantly since then.

    • Common Sources of Pollution: Both cities experience high pollution from similar sources, including vehicular emissions, coal combustion, and industrial activities. The regional contributions to air quality issues are also significant in both cases, particularly during winter months.
    • Need for Collective Action: Just as Beijing required a coordinated effort across its region to combat pollution, Delhi must engage neighboring areas in a collective strategy to effectively address its air quality crisis.

    What did Beijing do and how did it achieve it?

    • Phased and Strategic Planning: Implemented a 20-year anti-pollution programme in three phases (1998-2017) with local government autonomy and public participation to ensure gradual and sustainable progress.
      • 1998-2008: Initial groundwork.
      • 2009-2012: Strengthening regulations.
      • 2013-2017: Aggressive measures termed the “war against air pollution.
    • Energy Sector Transition: Shifted from coal to cleaner energy by renovating power plants, eliminating coal boilers, and replacing residential coal heating, reducing major emissions.
    • Transportation Reforms: Upgraded public transport infrastructure, introduced emission controls in vehicles, and phased out polluting vehicles with subsidies, reducing transportation-based pollutants.
    • Regional Collaboration and Investment: Partnered with five neighboring provinces for coordinated pollution control and increased financial investment sixfold to implement targeted measures effectively.

    • Financial Investment: A sixfold increase in investment over four years supported these initiatives, allowing for significant infrastructure improvements and regulatory enforcement.

    As a result of these efforts, major pollutants like sulfur dioxide and PM2.5 saw significant reductions (e.g., PM2.5 decreased by 59% between 2013-2017).

     

    What can Delhi learn from the Beijing experience?

    • Integrated Public Transport System: Establishing an efficient bus-metro system to reduce reliance on private vehicles is essential. Upgrading the bus fleet and enhancing last-mile connectivity can significantly improve public transport accessibility.
    • Energy Transition: Similar to Beijing’s shift away from coal, Delhi should diversify its energy sources by promoting renewable energy options like solar power while reducing dependence on coal-fired plants.
    • Regional Coordination: Pollution control efforts should extend beyond city limits to include neighboring regions, fostering collaboration similar to Beijing’s regional initiatives.
    • Public Advocacy for Clean Air: Encouraging citizen engagement in demanding accountability from the government can build political will for implementing necessary changes.
    • Political Will and Consistency: Addressing air pollution requires sustained political commitment and a long-term action plan rather than ad hoc measures that fail to tackle root causes.

    Way forward: 

    • Strengthen Policy Implementation and Regional Collaboration: Formulate and enforce a comprehensive, long-term pollution control policy with coordinated efforts involving Delhi and its neighboring states to address regional pollution sources effectively.
    • Promote Sustainable Infrastructure and Public Engagement: Invest in renewable energy, green public transport, and urban planning while fostering public participation and advocacy for clean air to ensure accountability and sustained progress.

    Mains PYQ:

    Q Mumbai, Delhi and Kolkata are the three Mega cities of the country but the air pollution is much more serious probelm in Delhi as compared to the other two. Why is this so? (UPSC IAS/2015)

  • What is Disease X and why should the world prepare for it?

    Why in the News?

    The outbreak reported in the first week of December 2024 in the Democratic Republic of Congo, which has already claimed more than 400 lives and is yet to be classified, has sparked concerns that it might be an example of Disease X.

    What is Disease X?

    • Definition: Disease X is a hypothetical term coined by the World Health Organization (WHO) in 2018 to represent an unknown pathogen that could potentially cause a global epidemic or pandemic.
    • Conceptual Origin: The term was created in the aftermath of the Ebola epidemic (2014-2016) to emphasise the need for preparedness against unpredictable infectious diseases.
    • Nature of Disease X: It serves as a placeholder for both “known unknowns” (threats we are aware of but do not fully understand) and “unknown unknowns” (threats we are not yet aware of). This acknowledges the likelihood of future pandemics without specifying their characteristics.
    • Potential Pathogens: Disease X could originate from a variety of sources, including viruses, bacteria, parasites, fungi, helminths, or prions. Historical data indicates that about 70% of emerging infectious diseases have zoonotic origins, meaning they are transmitted from animals to humans.
    • Emerging Disease Patterns: The emergence of new diseases is often linked to ecological disruptions caused by human activities such as deforestation and urbanisation, which increase contact between humans and wildlife.

    Why is it Important to Prepare for Disease X?

    • Global Health Security: Preparing for Disease X is essential for protecting public health globally. The emergence of new pathogens can lead to widespread illness and mortality, as demonstrated by COVID-19.
    • Unpredictable Nature of Outbreaks: The unpredictable emergence of infectious diseases necessitates robust surveillance and rapid response systems. Being prepared helps mitigate the impact of unforeseen threats.
    • Increasing Frequency of Outbreaks: The frequency of novel outbreaks has significantly increased since the mid-20th century due to environmental changes, urbanization, and human encroachment on wildlife habitats.
    • Economic Impact: Pandemics can have devastating economic consequences, disrupting trade, travel, and healthcare systems. Preparedness can help minimize these impacts.

    What should be done to prevent this? ( Way forward) 

    • Advances in Science and Technology: Investments in research, genomic sequencing, artificial intelligence, and public health infrastructure enhance our ability to detect and respond to emerging diseases quickly.
    • International Cooperation: Global collaboration is crucial for effective outbreak response. Initiatives like the WHO’s priority pathogen list and proposed Pandemic Treaty aim to foster a unified approach to health emergencies.
    • Equitable Access to Resources: Ensuring equitable access to diagnostics, treatments, and vaccines across all countries is vital for effective pandemic response, particularly in low- and middle-income nations.

    Mains PYQ:

    Q COVID-19 pandemic has caused unprecedented devastation worldwide. However, technological advancements are being availed readily to win over the crisis. Give an account of how technology was sought to aid the management of the pandemic. (UPSC IAS/2020)

  • [pib] DAE-Homi Bhabha Chair Scheme

    Why in the News?

    The DAE—Homi Bhabha Chair for Distinguished Scientists/Professors was launched in 2021 by the Department of Atomic Energy (DAE).

    About DAE – Homi Bhabha Chair Scheme

    Details
    Aims and Objectives
    • To recognize outstanding contributions by scientists, including retired professionals, in atomic energy and related technologies.
    • Allow retired professionals to continue research aligned with the Department of Atomic Energy (DAE).
    • Focus on research in sensitive atomic energy technologies, benefiting strategic sectors.
    Provisions and Features
    • Honorarium: Rs. 200,000 per month (capped at last drawn salary).
    • Contingency Grant: Rs. 76,000 per year for secretarial assistance, telephone bills, etc.
    • Equipment and Book Allowance: Rs. 1,25,000 for equipment and Rs. 10,000 for books.
    • Transport Allowance: Fixed monthly transport allowance for those without an official vehicle.
    Structural Mandate and Implementation
    • Eligibility: Open to distinguished scientists, including retirees involved in critical atomic technologies.
    • Tenure: 1 to 5 years, decided by a Selection Committee.
    • Implementation: Administered by DAE, providing research support and necessary infrastructure.
    Present Challenges
    • Financial Constraints: Budget limitations can affect the scale of research.
    • Integration of New Technologies: Adapting to the fast-changing technological landscape poses challenges.
    • Coordination across Stakeholders: Bureaucratic delays and communication issues can arise.

     

    Who was Homi Bhabha?

    The DAE—Homi Bhabha Chair for Distinguished Scientists/Professors was launched in 2021 by the Department of Atomic Energy (DAE).

    • Homi Jehangir Bhabha (1909–1966) was a pioneering Indian physicist and the father of India’s nuclear programme.
    • He founded the Tata Institute of Fundamental Research (TIFR) in 1945 and the Atomic Energy Establishment, Trombay (later Bhabha Atomic Research Centre, BARC) in 1954.
    • Bhabha formulated India’s three-stage nuclear power programme in the 1950s and emphasized nuclear power for military and energy purposes.
    • He was the first Indian to receive the Adams Prize in 1942 and served as the President of the UN Conference on Peaceful Uses of Atomic Energy in 1955.
    • Bhabha activated Apsara, Asia’s first research reactor, at BARC in 1956, and was awarded the Padma Bhushan in 1954.

     

    PYQ:

    [2015] Indira Gandhi Peace Prize for Peace, Disarmament and Development for 2014 was given to which of the following?

    (a) Bhabha Atomic Research Centre

    (b) Indian Institute of Science

    (c) Indian Space Research Organization

    (d) Tata Institute of Fundamental Research

  • Climate impact of exploring space passing below the radar

    Why in the News?

    The growing reliance on space technologies for climate monitoring highlights urgent environmental concerns, including orbital debris and system interference, necessitating swift international regulations to ensure sustainable space exploration practices.

    How do Rockets affect the environment?

    • Emissions from Launches: Every rocket launch releases significant amounts of carbon dioxide, black carbon, and water vapour into the atmosphere. Black carbon is particularly concerning as it absorbs sunlight much more effectively than carbon dioxide, exacerbating global warming.
    • Ozone Layer Depletion: Rocket propellants, especially those containing chlorine-based chemicals, contribute to the depletion of the ozone layer at high altitudes. This increases ground-level exposure to ultraviolet radiation and disrupts atmospheric circulation, negatively impacting global climate.
    • Satellite Ash: When satellites re-enter the atmosphere at the end of their missions, they burn up and release metallic ash into the middle layers of the atmosphere, which can harm the atmosphere and potentially alter climate patterns.
    • Manufacturing Footprint: The production of satellites involves energy-intensive processes that have large carbon footprints due to the extraction and processing of metals and composite materials.
    • Space Mining Potential: Future activities such as space mining could lead to increased industrial activity both in space and on Earth, further contributing to environmental impacts.

    What are the Barriers to space sustainability?

    • Lack of Regulation: Current space activities operate outside international sustainability frameworks like the Paris Agreement. There are no clear guidelines for emissions from rockets and satellites, allowing unchecked growth that contributes to global warming.
    • Overcrowding in Low Earth Orbit (LEO): The increasing number of satellites and debris threatens to overcrowd LEO, making future missions more expensive and complicating access to space as a shared resource.
    • Need for International Cooperation: Effective regulation requires collaboration through international bodies like the Committee on the Peaceful Use of Outer Space (COPUOS) to create enforceable standards for emissions and debris management.
    • Outdated Treaties: Existing frameworks such as the Outer Space Treaty lack binding provisions that address environmental impacts, limiting their effectiveness in promoting responsible space use.

    What would be the innovative solutions?

    • Reusable Rockets: Developing reusable rockets can significantly reduce manufacturing waste and lower costs by allowing components to be used in multiple missions. However, these rockets may be heavier, increasing fuel consumption, and require costly refurbishments.
    • Cleaner Fuels: Transitioning to cleaner fuels such as liquid hydrogen or biofuels can minimize harmful emissions during launches. However, current hydrogen production methods often rely on non-renewable energy sources, undermining its environmental benefits.
    • Biodegradable Satellites: Designing satellites with biodegradable materials that disintegrate upon re-entry could help prevent long-term debris accumulation. However, these materials currently lack durability for space conditions and face high development costs.
    • Autonomous Debris Removal (ADR): Technologies like robotic arms and laser systems show promise for cleaning up orbital debris but require significant investment and legal clarity before implementation.
    • Global Traffic Monitoring System: Establishing a real-time monitoring system for satellites and debris could reduce collision risks and optimize orbital use. However, data-sharing concerns due to security and commercial interests hinder its development.

    Way forward: 

    • Establish Binding International Frameworks: Governments should collaborate through COPUOS and other international platforms to create enforceable regulations for emissions, debris mitigation, and sustainable practices in space exploration.
    • Promote Innovation Through Incentives: Public and private entities should prioritize funding for green technologies, such as cleaner fuels, biodegradable satellites, and debris removal systems. Financial incentives like subsidies, tax benefits, or penalties can accelerate the adoption of sustainable practices in the space sector.

    Mains PYQ:

    Q  Why is Indian Regional Navigational Satellite System (IRNSS) needed? How does it help in navigation?  (UPSC IAS/2018)

  • [pib] Projects under PM-DevINE Scheme

    Why in the News?

    The Ministry of Development of North-East Region has provided progress update regarding various projects under the Prime Minister’s Development Initiative for North East Region (PM-DevINE) Scheme.

    About the PM-DevINE Scheme:

    Details PM-DevINE is a Central Sector scheme introduced under the Union Budget 2022-23, aiming to drive development in the North Eastern Region (NER) through infrastructure and social projects.
    Aims and Objectives
    • Infrastructure Development: Enhance connectivity and accessibility in NER, aligned with PM GatiShakti.
    • Social Development: Address critical issues and improve residents’ quality of life.
    • Livelihood Opportunities: Focus on creating opportunities for youth and women.
    Structural Mandate and Implementation
    • Nodal Agency: Ministry of Development of North-East Region.
    • Approval: Cabinet approved on 12th October 2022.
    • Central Funding: 100% central funding for projects.
    • Outlay: Rs. 6600 crore for FY 2022-23 to FY 2025-26.
    • Project Sanctions: 35 projects worth Rs. 4857.11 crore sanctioned as of November 2024.
    State-wise Project Analysis
    • Sikkim: Passenger Ropeway System (completed), Skywalk Project (13% completed).
    • Mizoram: Bamboo Link Roads (28% completed).
    • Nagaland: Special Development Projects (30% completed).
    • Assam: School Transformations (55% completed), IT Park Construction (23% completed).
    • Manipur: Infrastructure for Manipur Technical University (25% completed).
    • Tripura: Solar Micro Grid (30% completed), Skill Development Centre (work started).

  • The significance of ANI versus OpenAI

    Why in the News?

    The lawsuit against OpenAI in India is poised to establish key precedents for defining the legal accountability of AI developers regarding the content generated by their platforms within the country.

    What are the core allegations made by ANI against OpenAI?

    • Unauthorized Use of Copyrighted Content: ANI alleges that OpenAI used its copyrighted news content to train its language models without obtaining the necessary permissions, constituting copyright infringement.
    • Verbatim Reproduction: ANI claims that ChatGPT generates responses that are either verbatim or substantially similar to its original articles, which violates copyright protections. They argue that this reproduction occurs without authorization.
    • False Attribution and Fabricated Information: ANI highlights instances where ChatGPT has attributed false statements or fabricated interviews to the agency, which they argue damages their reputation and risks spreading misinformation.
    • Ineffectiveness of Opt-Out Policy: ANI contends that OpenAI’s opt-out policy is ineffective because their content is still accessible through third-party websites, allowing OpenAI’s crawlers to scrape it despite ANI’s attempts to block access.
    • Request for Legal Restraints: ANI is seeking an interim injunction to prevent OpenAI from storing, using, or reproducing its work, as well as prohibiting access to its content through any means.

    How does this case reflect broader issues in AI and copyright law?

    • Liability of AI Platforms: The case presents an unresolved legal question regarding whether AI platforms can be held liable for copyright infringement when they use publicly available content for training purposes. This issue is not only pertinent in India but also resonates globally, as similar lawsuits have emerged in other jurisdictions.
    • Fair Use and Exceptions: The interpretation of fair use and the applicability of exceptions such as text and data mining (TDM) in the context of AI training remain ambiguous under Indian law. The court’s decision will be crucial in determining whether existing copyright frameworks can accommodate the unique characteristics of AI technologies.
    • Territoriality in Data Storage: OpenAI’s defence centres on the argument that it operates outside India, complicating the application of Indian copyright law. This raises broader concerns about data sovereignty and how traditional legal concepts apply to cloud-based services and distributed AI models.

    What implications does this case have for the future of AI development and media partnerships?

    • Setting Legal Precedents: The case may establish important legal precedents regarding the responsibilities of AI companies toward content creators, influencing how future disputes are resolved in India and potentially beyond.
    • Impact on Licensing Agreements: As seen with other publishers entering licensing agreements with AI firms, this case could encourage more formalised partnerships where media organisations negotiate terms for their content’s use in AI training, ensuring they receive compensation for their intellectual property.
    • Regulatory Framework Development: The lawsuit may prompt Indian lawmakers to consider new regulations addressing the use of copyrighted material by AI platforms, potentially leading to clearer guidelines that balance innovation with the rights of content creators.
    • Challenges for Smaller Publishers: While larger media organisations may have the resources to negotiate favourable terms with AI companies, smaller publishers could face difficulties without similar leverage. This disparity could affect diversity in media representation and innovation within the industry.

    Way forward: 

    • Establish a Balanced Regulatory Framework: Policymakers should develop clear guidelines addressing the use of copyrighted material by AI platforms, incorporating provisions for text and data mining (TDM) and fair use exceptions.
    • Promote Collaborative Licensing Models: Media organisations and AI firms should work towards formalised licensing agreements that outline terms for the use of copyrighted content in AI training.

    Mains PYQ:

    Q “The emergence of the Fourth Industrial Revolution (Digital Revolution) hasinitiated e-Governance as an integral part of government”. Discuss. (UPSC IAS/2020)