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Archives: News

  • Innovations in Biotechnology and Medical Sciences

    Thermophilic Bacteria in Rajgir Hot Spring could help fight Deadly Infections

    Why in the News?

    Researchers from the Vellore Institute of Technology (VIT) have discovered antibiotic-producing bacteria in the Rajgir hot spring in Nalanda, Bihar.

    What are Thermophilic Bacteria?

    • About: Thermophilic bacteria, or thermophiles (meaning “heat lovers”), are microorganisms that thrive in high-temperature environments ranging from 45°C to 70°C.
    • Adaptation: These temperatures can cause third-degree burns in humans, but thermophiles are biologically adapted to survive and grow in such conditions.
    • Habitats: They are commonly found in hot springs, deep-sea hydrothermal vents, and compost piles, which are mineral-rich and have low microbial competition.
    • Advantages: Some thermophiles produce potent antibiotics to outcompete other microbes and dominate their niche.
    • Global Example: Thermophiles from hot springs in Saudi Arabia have shown antibacterial activity against gram-positive pathogens.

    Key Findings from India:

    • Sampling Challenge: Samples were collected from water and soil at 43°C–45°C, making fieldwork difficult.
    • Microbial Analysis: In the sample, Actinobacteria made up 40–43% of the microbial population, double the typical amount in hot springs.
    • Significance: Actinobacteria are well known for producing key antibiotics like streptomycin and tetracycline.
    • AMR Context: The findings are crucial in the fight against antimicrobial resistance (AMR), which could cost $1 trillion globally by 2050, according to the WHO.
    • Antibiotic Potential:
      • Lab Testing: Seven Actinobacteria strains were found to inhibit pathogens such as E. coli, Salmonella, Klebsiella, Pseudomonas, and Staphylococcus aureus.
      • Compound Discovery: Scientists identified diethyl phthalate using GC-MS, which showed effectiveness against Listeria monocytogenes, a deadly foodborne pathogen.
      • Future Scope: The compound has potential for antibiotic development, but not all thermophiles produce antibiotics, so screening is essential.
    • Uses:
      • Industrial Use: The enzyme Taq polymerase, used in PCR tests (including during COVID-19), is derived from a thermophile called Thermus aquaticus.
      • Agricultural Use: A 2018 BHU study showed thermophiles from Chumathang hot springs (Leh) promote plant growth, revealing wider industrial and ecological value.
    [UPSC 2023] Consider the following statements:

    1. Some microorganisms can grow in environments with temperature above the boiling point of water.

    2. Some microorganisms can grow in environments with temperature below the freezing point of water.

    3. Some microorganisms can grow in highly acidic environment with a pH below 3. How many of the above statements are correct?

    Options: (a) Only one (b) Only two (c) Only three* (d) All four

     

  • Air Pollution

    Expert Committee recommends ending mandatory Flue Gas Desulphurisation (FGD) 

    Why in the News?

    A high-powered committee chaired by Principal Scientific Advisor (PSA) Ajay Sood has proposed that India should discontinue the mandatory use of Flue Gas Desulphurisation (FGD) units in most coal-fired Thermal Power Plants (TPPs).

    Why mandatory FGDs are opposed?

    • Low SO Levels: India’s SO₂ levels (10–20 µg/m³) are already below the permissible limit of 80 µg/m³.
    • Low Sulphur Coal: Indian coal naturally has low sulphur content.
    • Minimal Impact: Studies show no major air quality difference between plants with and without FGDs.
    • Limited PM Reduction: FGDs have minimal effect on particulate matter levels.
    • Environmental Trade-Offs:
      • CO Increase: Installing FGDs would add 69 million tonnes of CO₂ emissions (2025–2030).
      • SO Reduction: Emissions would fall by 17 million tonnes, but the climate cost outweighs the benefit.

    About Flue Gas Desulphurisation (FGD):

    • Purpose: FGD is a technology used to remove sulphur dioxide (SO) from flue gases produced by burning coal and oil, especially in thermal power plants.
    • Environmental Benefit: It helps prevent acid rain, which harms crops, buildings, soils, and aquatic ecosystems.
    • Chemicals Used: Common absorbents include limestone (CaCO), lime (CaO), and ammonia (NH).
    • Types of Systems:
      1. Dry Sorbent Injection: Cost-effective, but less efficient.
      2. Wet Limestone-Based: Effective and used in large plants, produces gypsum.
      3. Seawater-Based: Uses alkaline seawater, ideal for coastal areas.

    FGD Mandate in India:

    • Current Status: FGD units are being installed in 537 coal-based thermal power units, but 92% of India’s 600 plants still lack them.
    • Committee Recommendation: An expert panel advised exempting 80% of plants from FGD requirements due to feasibility issues.
    • Implementation Barriers: Limited vendors available; High costs and risk of increased electricity tariffs.
    [UPSC 2023] Consider the following:

    1. Carbon monoxide 2. Nitrogen oxide 3. Ozone 4. Sulphur dioxide Excess of which of the above in the environment is/are cause(s) of acid rain?

    Options: (a) 1, 2 and 3 (b) 2 and 4 only* (c) 4 only (d) 1, 3 and 4

     

  • Wildlife Conservation Efforts

    PM to launch Aravalli Green Wall Project

    Why in the News?

    On June 5, World Environment Day, Prime Minister Narendra Modi is expected to launch the Aravalli Green Wall Project.

    PM to launch Aravalli Green Wall Project

    About the Aravallis:

    • Geology: The Aravalli Range is one of the oldest fold mountain ranges in the world, formed during the Proterozoic era.
    • Spread: It stretches for about 692 km, from Gujarat to Delhi, passing through Rajasthan and Haryana.
    • State-Wise Coverage: Around 80% of the range lies in Rajasthan, with the rest spread across Haryana, Delhi, and Gujarat.
    • Highest Peak: The tallest point is Guru Shikhar in Mount Abu, Rajasthan, with an elevation of 1,722 meters.
    • Natural Barrier Function: Acts as a green wall, preventing the spread of the Thar Desert into eastern Rajasthan and the Gangetic plains.
    • River Origins: Important rivers such as the Banas, Sahibi and Luni originate from the Aravallis.
    • Minerals: Rich in minerals like copper, zinc, lead, and marble.
    • Biodiversity: Home to 300+ bird species and key wildlife such as leopards, hyenas, jackals, wolves, civets, and Nilgai.
    • Prehistoric Significance: Contains cave art and tools from the Lower Palaeolithic period.

    What is the Aravalli Green Wall Project?

    • Project Goal: To build a green corridor from Delhi to Gujarat combating desertification and ecological degradation.
    • States Involved: Includes Delhi, Rajasthan, Haryana, and Gujarat, focusing on restoring degraded landscapes.
    • Vegetation Strategy: Focus on removing Prosopis juliflora (invasive species) and planting native trees like:
      • Khair (Indian Gum Arabic)
      • Ronjh (White-barked Acacia)
      • Dhau (Axlewood)
      • Salai (Indian Frankincense)
      • Pilkhan, Neem, Amaltas, Goolar, Peepal
    • Buffer Zone Creation: A 6.45 million hectare buffer zone will be established around the Aravallis.
    • Phase 1 Focus:
      • Delhi: 3,010 ha in South Delhi
      • Haryana: 25,000 ha in Gurugram, Faridabad, Mahendragarh
    • Global Commitments supported:
      • Paris Agreement: Target to create 2.5–3 billion tonnes CO sink
      • Bonn Challenge: Restore 26 million hectares of land by 2030
    [UPSC 2001] The approximate age of the Aravallis range is.

    Options: (a) 370 million years (b) 470 million years (c) 570 million years* (d) 670 million years

     

  • Foreign Policy Watch: India-United States

    [3rd June 2025] The Hindu Op-ed: Strengthening the U.S.-India subsea cable agenda 

    PYQ Relevance:

    [UPSC 2024] The West is fostering India as an alternative to reduce dependence on China’s supply chain and as a strategic ally to counter China’s political and economic dominance.’ Explain this statement with examples.

    Linkage: The strategic imperative of countering China’s influence and building alternative supply chains and alliances, which is a primary reason why strengthening the U.S.-India subsea cable agenda is crucial.

     

    Mentor’s Comment:  The strategic and commercial engagement between India and the United States is being deepened, with subsea cables emerging as a frontline asset in this collaboration. Subsea cables, which carry over 95% of international data and form the backbone of global internet infrastructure, are being recognized for their critical geostrategic value. Efforts are being made by India to diversify its digital infrastructure under the proposed TRUST framework (Technology for Resilient, Open and Unified Security and Trust).

     Today’s editorial will discuss the problems related to subsea cable systems and the actions taken by the Indian Government. This information will be useful for GS Paper II (International Relations) and GS Paper III (Science & Technology).

    _

    Let’s learn!

    Why in the News?

    The urgency to secure and expand subsea cable systems is rising, particularly in light of disruptions like the Red Sea cable sabotage by Houthi rebels in 2024.

    Why are Subsea Cables crucial in India-U.S. strategic cooperation?

    • Foundation of Global Digital Connectivity: Subsea cables carry over 95% of international data traffic, forming the physical backbone of the internet and digital economy. Securing these is vital for protecting critical infrastructure and ensuring uninterrupted communication between nations. Eg: The U.S. and India are focusing on trusted subsea cable systems under the TRUST framework to reduce reliance on Chinese-controlled infrastructure.
    • Strategic Response to China’s Digital Expansion: China’s Digital Silk Road is rapidly laying subsea cables across the Indo-Pacific, posing geopolitical and cybersecurity concerns. India-U.S. cooperation on secure cable networks counters this influence and promotes trusted alternatives. Eg: The upcoming India-U.S. trade agreement includes provisions for enhancing digital infrastructure as a counter to China’s presence in the Indo-Pacific.
    • Enabling Regional Digital Resilience and Trade: Joint efforts in building resilient cable systems support broader technology cooperation and secure trade flows, particularly as India emerges as a digital hub in Asia. Eg: Meta’s investment in a 50,000-km undersea cable project connecting five continents is backed by U.S.-India cooperation, reinforcing digital ties and strategic alignment.

    What is the role of the TRUST framework in securing digital supply chains?

    • Promotes Resilient and Secure Digital Infrastructure: The TRUST (Technology for Resilient, Open and Unified Security and Trust) framework aims to build trusted digital ecosystems by reducing dependence on untrusted vendors and creating secure, interoperable technology supply chains. Eg: TRUST supports investments in secure subsea cables that avoid reliance on Chinese-controlled infrastructure.
    • Strengthens India’s Role as a Regional Security Provider: The framework acknowledges India’s potential as a net security provider in the Indo-Pacific, aligning with U.S. efforts to de-risk strategic technologies and build redundancy in digital connectivity. Eg: TRUST initiatives encourage India to lead regional subsea cable projects using trusted suppliers.
    • Facilitates U.S. Investment and Technical Cooperation: TRUST enables concessional finance, cybersecurity assistance, and encourages American companies to anchor digital infrastructure projects in India and the region. Eg: Under TRUST, Meta’s multi-year undersea cable investment project aligns with U.S.-India strategic digital cooperation.

    How can India become a regional hub for subsea connectivity?

    • Leverage Strategic Geographic Location: India is centrally positioned between Europe, Africa, and Southeast Asia, near key maritime choke points like the Strait of Hormuz, Strait of Malacca, and Bab-el-Mandeb, making it ideal for global cable routes. Eg: India can serve as a transit junction for Africa-Asia and Europe-Asia subsea cables.
    • Expand and Diversify Cable Landing Infrastructure: India must increase the number of landing stations beyond existing clusters to reduce regional risk and build redundancy in the network. Eg: Most of India’s 17 cables land in Mumbai; expanding to ports along the east and west coasts can distribute traffic load.
    • Streamline Regulatory and Clearance Processes: Simplifying India’s licensing regime and enabling faster cable repair operations will attract more international projects and reduce downtime risks. Eg: Reducing the current requirement of over 50 clearances can boost investor confidence and facilitate timely repairs.

    What challenges hinder India’s subsea cable infrastructure?

    • Complex and Burdensome Licensing Regime: Deploying subsea cables in India requires navigating a maze of over 50 clearances across multiple ministries, discouraging investment and delaying projects.
      Eg: Lengthy approvals from customs, naval authorities, and telecom departments hinder timely cable deployments.
    • Overconcentration of Landing Stations: Most cables land in a narrow stretch in Mumbai, making the network vulnerable to disruption from natural disasters or sabotage. Eg: 15 of 17 subsea cables land in Mumbai, despite India’s 11,098 km coastline, limiting redundancy and resilience.
    • Lack of Domestic Repair Capabilities: India depends on foreign-flagged ships for cable repairs, which take 3–5 months to respond due to long travel times and clearance delays. Eg: Repair vessels from Singapore or Dubai face delays due to India’s slow customs and naval permissions process.

    What are the steps taken by the Indian Government? 

    • Policy push for TRUST framework: India is partnering with the U.S. to implement the Technology for Resilient, Open and Unified Security and Trust (TRUST) framework, focusing on trusted digital infrastructure and secure supply chains. Eg: TRUST includes collaboration on regional subsea cable investments and cybersecurity standards.
    • Expansion of Subsea Cable Projects: The government has supported large-scale undersea cable initiatives to expand India’s role in global connectivity. Eg: The India-U.S. backed Meta project, spanning 50,000 km, aims to connect five continents, enhancing India’s digital footprint.

    Way forward: 

    • Accelerate Regulatory Reforms: Simplify and streamline the complex licensing and clearance processes to attract greater investments and enable faster deployment and repair of subsea cables.
    • Build Domestic Repair and Infrastructure Ecosystem: Develop Indian-flagged cable repair vessels and expand cable landing stations along the coast to enhance network resilience, reduce downtime, and establish India as a reliable regional connectivity hub.
  • Monsoon Updates

    ​Monsoon woes: On the southwest monsoon and the northeast

    Why in the News?

    In 2025, the Southwest Monsoon, which plays a vital role in India’s farming economy, brought heavy and destructive rains. Instead of simply starting the farming season, it has caused widespread damage across the northeastern states.

    Why is the northeastern region particularly vulnerable to monsoon-related disasters?

    • Geographical Terrain and River Systems: The Northeast has a complex topography of steep hills and fast-flowing rivers like the Brahmaputra and Barak. These rivers often overflow during monsoon, causing floods and erosion. Eg: In Assam, over 10 major rivers flowed above danger level in June 2025, affecting over 3 lakh people across 19 districts.
    • High and Prolonged Rainfall: The region receives one of the highest average monsoon rainfalls in India, making even a “below normal” monsoondestructive. Eg: Despite IMD predicting lower-than-normal rainfall, Assam, Tripura, and Sikkim faced flash floods and landslidesin May–June 2025.
    • Dual Monsoon Exposure and Fragile Ecology: The region experiences both the southwest monsoon (June–September) and a retreating monsoon (October–December), increasing disaster exposure. The fragile ecology, including deforestation and slope instability, worsens risks. Eg: In North Sikkim, landslides in early June 2025 marooned 1,500 tourists and blocked arterial roads due to incessant rain.

    What is the Dual Monsoon Pattern? 

    Dual Monsoon Pattern refers to the occurrence of two distinct monsoon phases in a year that affect a region, particularly the Northeastern States of India. These are:

    • Southwest Monsoon (June to September):
      This is the primary monsoon season for most of India. The Bay of Bengal branch of the southwest monsoon brings heavy rainfall to the Northeastern States like Assam, Meghalaya, and Arunachal Pradesh.
    • Retreating/Post-Monsoon (October to December):
      This secondary phase brings additional rainfall, especially to Nagaland, Manipur, Mizoram, and Tripura (NMMT region). This is often accompanied by cyclonic storms originating from the Bay of Bengal.

    How does the dual monsoon pattern affect the disaster preparedness of northeastern States?

    • Extended Vulnerability Period: The presence of both the southwest monsoon (June–September) and the retreating/post-monsoon (October–December) leads to a prolonged rainy season, increasing the duration for which states must stay alert and prepared. Eg: In 2023, flash floods affected parts of Meghalaya in both July and November, stretching disaster response capacities.
    • Recurring Strain on Resources: The back-to-back monsoon cycles put continuous pressure on relief infrastructure, emergency services, and budgetary resources, often without adequate recovery time between events. Eg: In Assam, flood shelters and boats used during June floods had to be reactivated again during October rains, delaying repairs and replenishment.
    • Challenges in Long-term Planning: The dual monsoon system makes it harder to plan and execute infrastructure repair, agricultural recovery, and resettlement efforts, as damage may recur within months. Eg: In Arunachal Pradesh, roads repaired after July landslides were again washed away during October rains in 2022, disrupting connectivity repeatedly.

    Why has infrastructure development lagged in the northeastern States compared to the rest of India?

    • Challenging Geographical Terrain: The region is dominated by mountainous landscapes, dense forests, and seismic zones, which make construction of roads, bridges, and railways technically difficult and cost-intensive. Eg: In Sikkim, frequent landslides and narrow mountain roads delay road-widening and highway projects.
    • Security and Strategic Concerns: The presence of international borders with countries like China, Myanmar, and Bangladesh and historical instances of insurgency have led to delays in project execution due to security concerns and administrative restrictions. Eg: The construction of the India-Myanmar-Thailand Trilateral Highway through Manipur has faced repeated delays due to local unrest and law-and-order issues.
    • Low Political and Economic Prioritisation: Compared to other regions, the Northeast has received less investment in infrastructure due to lower population density, limited industrial base, and less political influence at the national level. Eg: States like Nagaland and Mizoram have limited railway connectivity even today, unlike the rapid expansion seen in western and southern India.

    What are the steps taken by the Indian government? 

    • Strengthened Disaster Response and Early Warnings: The government has deployed NDRF units across the Northeast and enhanced IMD’s region-specific alerts for floods and landslides in states like Assam, Sikkim, and Arunachal Pradesh.
    • Infrastructure Development in Vulnerable Areas: Schemes like NESIDS support critical infrastructure such as flood protection embankments and all-weather roads in remote regions of Manipur and Mizoram.
    • Integration into National Disaster Management Frameworks: NDMA conducts capacity building, mock drills, and implements region-specific guidelines for urban flooding and landslide risk in cities like Gangtok and Guwahati.

    What long-term measures are needed to ensure sustainable disaster management in the Northeast? (Way forward)

    • Region-Specific Infrastructure Planning and Investment: Develop climate-resilient infrastructure suited to the region’s fragile ecology, such as landslide-resistant roads, flood-resistant housing, and robust early warning systems. Eg: The installation of a real-time flood monitoring system in the Brahmaputra basin has improved early evacuation in parts of Assam.
    • Integrated Inter-State and Central Coordination Mechanism: Establish a permanent regional disaster coordination body with participation from all Northeast states and the Centre to plan, share resources, and respond collectively to disasters. Eg: A joint task force involving Assam, Arunachal Pradesh, and Meghalaya could improve flood response across shared river systems like the Barak and Brahmaputra.

    Mains PYQ:

    [UPSC 2024] Flooding in urban areas is an emerging climate-induced disaster. Discuss the causes of this disaster. Mention the features of two such major floods in the last two decades in India. Describe the policies and frameworks in India that aim at tackling such floods.

    Linkage: The Bay of Bengal branch of the monsoon reaches the northeastern States first. These areas usually get a lot of rain during the monsoon, even in years when rainfall is lower than normal. Because of this, the region is naturally more prone to problems like flooding, which often comes with such heavy rain. 

  • Capital Markets: Challenges and Developments

    Why has net FDI inflow plummeted?

    Why in the News?

    The RBI Bulletin (May 2025) reports that India received a record-breaking $81 billion in gross FDI inflows in FY 2024-25, but retained only $353 million in net FDI, revealing a dramatic divergence in the investment narrative.

    What do gross and net FDI trends indicate about India’s investment climate?

    • Gross FDI inflows are high: India received a record $81 billion in gross FDI in 2024-25, indicating strong headline interest from foreign investors. Eg: Media and government reported this as a sign of a robust investment climate.
    • Net FDI is drastically low: Net FDI dropped to only $353 million, showing that much of the incoming investment is offset by capital outflows, weakening the real impact on the economy. Eg: Rising outward FDI and disinvestment reduced net foreign capital retained in India.
    • Declining FDI-to-GDP ratio: The gross inflow-to-GDP ratio fell from 3.1% (2020-21) to 2.1% (2024-25), and net FDI-to-GDP fell from 1.6% to near zero, reflecting a slowing domestic investment environment despite high gross inflows. Eg: This signals tepid corporate investment and cautious investor sentiment in India.

    What is  Private Equity (PE) and Venture Capital (VC)?

    • Private Equity (PE) refers to investment funds that buy existing companies or large stakes in businesses, often to improve their performance and later sell them for profit. PE typically invests in more mature companies.
    • Venture Capital (VC) is a type of financing that supports early-stage startups and small businesses with high growth potential. VC investors take higher risks in exchange for potentially high returns.

    Why is the rise in Private Equity (PE)/Venture Capital (VC) driven FDI a concern for long-term investment?

    • PE/VC-driven FDI focuses on brownfield investments: These funds mainly acquire existing firms rather than creating new production capacity, limiting contributions to capital formation and technology acquisition. Eg: Investments by Blackstone in Care Hospitals and ChrysCapital in Lenskart.
    • Short investment horizon: PE/VC funds typically have a 3-5 year exit strategy, often selling holdings during stock market booms, which leads to disinvestment rather than sustained growth. Eg: The spike in disinvestment in FY25 was partly due to PE/VC funds liquidating their positions.
    • Limited impact on long-term industrial growth: Since these funds focus on services like fintech and retail rather than manufacturing or infrastructure, they contribute less to enhancing India’s productive capacity. Eg: The declining share of FDI in greenfield projects shows limited greenfield capital formation.

    How does outward FDI suggest India is used for tax arbitrage?

    • High correlation between inward and outward FDI: India shows a strong link between the money flowing in and out, suggesting that funds often enter and exit quickly rather than being invested long-term. Eg: Similar volumes of FDI both coming into and going out of India.
    • Use of tax havens as intermediaries: A significant portion of both inward and outward FDI involves countries like Singapore and Mauritius, known for tax concessions and treaty benefits. Eg: Many Indian companies route investments through these jurisdictions to reduce tax liabilities.
    • ‘Treaty shopping’ for tax benefits: Global investors move capital through India to exploit variations in tax laws, a practice called tax arbitrage, which may not contribute to domestic economic growth. Eg: Research shows India ranked 6th among emerging markets for such correlated FDI flows, indicating use as a conduit for tax optimization.

    What are the effects of declining FDI-to-GDP and GFCF ratios?

    • Reduced contribution to economic growth: Declining FDI-to-GDP and FDI-to-GFCF (Gross Fixed Capital Formation) ratios indicate that foreign investments are becoming a smaller part of India’s overall economy and capital investment, potentially slowing down industrial expansion and technology adoption. Eg: Gross FDI inflows peaked at 7.5% of GFCF in FY21 but have declined sharply since then.
    • Weakening investor confidence: The downward trend signals tepid domestic corporate investment and reduced foreign investor interest, which can affect job creation and long-term economic stability. Eg: Net FDI relative to GDP has declined from 1.6% in 2020-21 to nearly zero in 2024-25, showing declining investor enthusiasm.

    Why should India reform its foreign capital regulations?

    • To curb tax arbitrage and ‘hot money’ flows: Current regulations allow large volumes of inward and outward FDIthrough tax havens, enabling tax optimization rather than genuine investment, which undermines domestic economic goals. Eg: High FDI flows involving Singapore and Mauritius reflect such practices.
    • To promote long-term, productive investments: Reform is needed to encourage FDI that contributes to capital formation, technology acquisition, and industrial growth rather than short-term PE/VC-driven disinvestment. Eg: The rising share of alternative investment funds in FDI has led to increased disinvestment, affecting sustainable growth.

    Way forward: 

    • Strengthen Regulatory Frameworks: Implement stricter rules to curb tax arbitrage and limit quick inflows and outflows via tax havens, ensuring FDI supports genuine, long-term economic growth.
    • Promote Greenfield and Productive Investments: Encourage FDI in new capacity building, manufacturing, and technology sectors over short-term PE/VC deals to boost capital formation, industrial growth, and sustainable development.

    Mains PYQ:

    [UPSC 2013] Though India allowed Foreign Direct Investment (FDI) in what is called multi-brand retail through the joint venture route in September 2012, the FDI, even after a year, has not picked up. Discuss the reasons.

    Linkage: The net FDI-to-GDP ratio has steadily fallen from 1.6% in 2020-21 to zero in 2024-25. This ongoing decline is worrying, even though policymakers continue to make optimistic claims.

  • Promoting Science and Technology – Missions,Policies & Schemes

    ‘Bharat Gen’ AI-based multimodal LLM for Indian languages launched

    Why in the News?

    Union Minister of State for Science & Technology has launched ‘Bharat Gen’, India’s first indigenously developed AI-based Large Language Model (LLM) tailored for Indian languages.

    About Bharat Gen:

    • What is it: Bharat Gen is India’s first homegrown AI-based multimodal large language model (LLM) supporting 22 Indian languages.
    • Developed By: Created under the National Mission on Interdisciplinary Cyber-Physical Systems (NM-ICPS) and implemented by the TIH Foundation for IoT and IoE at IIT Bombay.
    • Key Features:
      • Understands text, speech, and image inputs.
      • Works across India’s diverse languages and cultures.
      • Designed to be ethical, inclusive, and culturally rooted.
    • Support and Collaboration: Backed by the Department of Science and Technology (DST) and developed in collaboration with top academic and AI institutions.
    • Bharat Data Sagar: A national effort to collect language data for lesser-known Indian languages to train future AI tools.
    • Real-World Use: In places like Udhampur, an AI doctor powered by Bharat Gen is helping patients in their native language.

    What are Large Language Models (LLMs)?

    • LLMs are computer programs that can read, understand, and write language like humans. They can answer questions, explain topics, write stories, translate languages, and more.
    • Why are they called “large”?
      • They are trained using a huge amount of text from books, websites, newspapers, etc.
      • They also have billions of settings (called parameters) that help them understand words and sentences better.
    • How do they work?
      • LLMs break your sentence into small parts (called tokens).
      • They guess the next word in the sentence, one by one, using what they’ve learned.
      • This is how they create full and meaningful answers.
    • How are they trained?
      1. Step 1 – Pre-training: The LLM reads lots of text and learns how language works.
      2. Step 2 – Fine-tuning: It is then taught how to do specific tasks like summarising or translating.
      3. Step 3 – Human Help: People check the answers and give feedback, so the LLM learns to give better responses.
    • How do LLMs understand language so well? They use a special model called a transformer, which has tools to:
      • Focus on important words in a sentence (self-attention).
      • Understand the order of words (positional encoding).
      • Learn patterns and meaning using neural networks (like a brain made of computer code).

     

    [UPSC 2020] With the present state of development, Artificial Intelligence can effectively do which of the following?

    (1) Bring down electricity consumption in industrial units (2) Create meaningful short stories and songs (3) Disease diagnosis (4) Text-to-Speech Conversion (5) Wireless transmission of electrical energy Select the correct answer using the code given below:

    Options: (a) 1, 2, 3 and 5 only (b) 1, 3 and 4 only* (c) 2, 4 and 5 only (d) 1, 2, 3, 4 and 5

     

  • Festivals, Dances, Theatre, Literature, Art in News

    Kheer Bhawani Festival

    Why in the News?

    The recent terror attack in Pahalgam has led to lower turnout at the annual Jyestha Ashtami festival at the Kheer Bhawani temple in Kashmir.

    About the Kheer Bhawani Festival:

    • What is it: The Kheer Bhawani Festival, also called Mela Kheer Bhawani, is celebrated every year on Jyestha Ashtami by the Kashmiri Pandit community.
    • Location of Celebration: It takes place at the Kheer Bhawani Temple in Tulmulla village, Ganderbal district, Jammu and Kashmir.
    • Deity Worshipped: The temple is dedicated to Goddess Ragnya Devi, an important deity in the Kashmiri Hindu tradition.
    • Sacred Spring and Ritual: The temple sits over a natural spring. Devotees offer kheer (rice and milk pudding) as a sacred offering.
    • Largest Kashmiri Hindu Gathering: It is the biggest Hindu religious gathering in the Kashmir Valley after the Amarnath Yatra.
    • Beliefs about Water Color: Devotees believe that the spring’s color changes based on the region’s condition:
      • Light colors mean good times.
      • Black water is a warning sign (reportedly turned black in 1990, just before the Kashmiri Pandit Massacre).
    • Historical Legacy: The temple structure was built by Maharaja Pratap Singh and later renovated by Maharaja Hari Singh in the early 1900s.
    • Ancient Mentions: References to the site are found in Kalhana’s Rajtarangini, Bhrigu Samhita, and Abu’l-Fazl’s Ain-i-Akbari, which also mentions flooding in Tula Mula.

    Significance of the Festival and Temple:

    • Cultural Importance: The temple serves as a symbol of faith and identity for Kashmiri Pandits, especially those displaced.
    • Communal Harmony: Local Muslim communities assist in festival arrangements, showcasing communal unity and harmony.
    • Spiritual Symbolism: The temple spring, called Syandh, holds spiritual meaning and is not connected to the Sindhu (Indus) River.
    [UPSC 2018] Consider the following pairs:

    Tradition – State

    1. Chapchar Kut festival — Mizoram

    2. Khongjom Parba ballad — Manipur

    3. Thong-To dance — Sikkim

    Which of the pairs given above is/are correct?

    Options: (a) 1 only  (b) 1 and 2* (c) 3 only (d) 2 and 3

     

  • Innovations in Sciences, IT, Computers, Robotics and Nanotechnology

    SHUKR Gene in Flowering Plants

    Why in the News?

    Flowering plants appeared around 130 million years ago and rapidly diversified, puzzling scientists including Charles Darwin, who called it an “abominable mystery”.

    A new study by CSIR-CCMB, Hyderabad, has identified the SHUKR gene, which controls pollen development in flowering plants.

    SHUKR Gene in Flowering Plants

    About the SHUKR Gene in Flowering Plants

    • What is SHUKR? It is a newly discovered gene found in flowering plants like Arabidopsis thaliana. It plays a key role in forming pollen, which plants need to reproduce.
    • Function in the Plant Life Cycle: SHUKR is active during the sporophyte phase (the main plant body stage) and helps in producing healthy, viable pollen.
    • Effect of Gene Loss: If SHUKR is missing or not working, the plant fails to make good pollen, leading to poor or no reproduction.
    • How SHUKR Works: It controls F-box genes, which remove old proteins and replace them with new ones to help pollen grow well.
    • Adaptive Advantage: SHUKR and F-box genes evolve quickly, allowing plants to adjust to harsh conditions like heat, cold, or drought.
    • Evolutionary Origin: This gene first appeared 125 million years ago in eudicots, a plant group that now includes three-fourths of all flowering plants.
    • Why it matters: SHUKR shows that pollen-making is closely linked with the rest of the plant, challenging the earlier belief that these processes were separate.
    • Significance: Climate change causes heat-induced pollen damage in flowering plants, but genes like SHUKR could help develop climate-resilient crops.

    Back2Basics: Darwin’s “Abominable Mystery”

    • Darwin’s Confusion: Charles Darwin was puzzled by the sudden appearance and rapid spread of flowering plants about 130 million years ago — calling it an “abominable mystery”.
    • Mismatch with Evolutionary Pace: According to standard evolution theory, species change slowly over time, but flowering plants diversified very quickly, showing great variety.
    • Genetic Explanation: The SHUKR gene may solve this mystery by showing how flowering plants gained molecular tools to adapt and reproduce faster.
    • New Insight: This discovery offers a genetic explanation for the rapid rise of flowering plants and helps clarify Darwin’s long-standing puzzle.

     

    [UPSC 2017] Consider the following statements:

    1. Genome sequencing can be used to identify genetic markers for disease resistance and drought tolerance in various crop plants.

    2. This technique helps in reducing the time required to develop new varieties of crop plants.

    3. It can be used to decipher the host-pathogen relationships in crops.

    Select the correct- answer using the code given below:

    Options: (a) 1 only  (b) 2 and 3 only (c) 1 and 3 only* (d) 1, 2 and 3

     

  • Foreign Policy Watch: India-China

    What if China stops Brahmaputra Water? 

    Why in the News?

    Assam CM Himanta Biswa Sarma dismissed Pakistan’s claim about China blocking the Brahmaputra’s water as a baseless panic tactic with no scientific substance.

    Sarma’s Clarification on the Brahmaputra Issue:

    • Brahmaputra is an Indian river and not fully controlled by China.
    • Only about 30–35% of the river’s flow comes from China, mainly through glacial melt and rainfall on the Tibetan Plateau.
    • A major 65–70% of the river’s volume is generated within India, especially from monsoon rains and Indian tributaries.
    • He explained that the river’s flow increases from 2,000–3,000 cubic metres/second at the Indo-China border to 15,000–20,000 m³/s in Assam during the monsoon.
    • This proves that India plays a dominant role in sustaining the river, not China.
    • Even if China tried to restrict the river’s flow, it could help reduce annual floods in Assam that displace thousands of people.
    • He confirmed that China has never threatened to weaponize the Brahmaputra.

    About Brahmaputra River System:

    • The Brahmaputra River System is one of the major Himalayan drainage systems, along with the Ganga and Indus.
    • Stretch: It stretches over 2,900 kilometres, making it one of the longest rivers in Asia.
    • Origin: It originates in the Chemayungdung glacier in southwestern Tibet, where it is known as the Tsangpo River.
    • Catchment countries:
      • The river flows through Tibet, India (Arunachal Pradesh and Assam), and Bangladesh.
      • In Tibet, the river flows slowly with a wide, navigable channel for about 640 km.
      • Upon entering India through Arunachal Pradesh, it becomes the Dihang, and later merges with Lohit and Dibang rivers to be called the Brahmaputra.
      • In Bangladesh, it is called the Jamuna, which merges with the Ganga (Padma) and Meghna before flowing into the Bay of Bengal.
    • The world’s largest and smallest river islands, Majuli and Umananda, are located on the Brahmaputra in Assam.
    • Important Tributaries:
      • Left-bank tributaries: Lhasa, Nyang, Parlung Zangbo, Lohit, Dhanashri, Kolong
      • Right-bank tributaries: Kameng, Manas, Beki, Raidak, Jaldhaka, Teesta, Subansiri
    • States the River Flows Through in India: Arunachal Pradesh, Assam, Meghalaya, Nagaland, West Bengal, and Sikkim.
    • Major Cities on the River: Dibrugarh, Pasighat, Neamati, Tezpur, and Guwahati.
    • Major Hydel Projects:
      • Arunachal Pradesh: Subansiri, Kameng, Ranganadi, etc.
      • Assam: Kopili
      • Sikkim: Teesta, Rangit
      • Meghalaya, Nagaland, Manipur, Mizoram: Multiple local hydropower stations
    [UPSC 2016] With reference to the Brahmaputra River, which of the following is/are tributary/ tributaries of Brahmaputra?

    1. Dibang

    2. Kameng

    3. Lohit

    Select the correct answer using the code given below.

    Options: (a) 1 only (b) 2 and 3 only (c) 1 and 3 only (d)1, 2 and 3*

     

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