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GS Paper: GS3

  • DoT develops Facial Recognition Tool ‘ASTR’

    astr

    Central Idea: The Department of Telecommunications (DoT) has developed an artificial-intelligence-based facial recognition tool called Artificial Intelligence and Facial Recognition powered Solution for Telecom SIM Subscriber Verification (ASTR).

    What is ASTR?

    • ASTR is designed to check subscriber databases of telecom operators to identify multiple connections associated with the same person.
    • The goal of ASTR is to detect and block fraudulent mobile connections, thereby reducing cyber frauds.

    Development of ASTR

    • In 2012, DoT issued an order requiring telecom operators to share their subscriber database, including users’ pictures, with the department.
    • These images serve as the core database for facial recognition using ASTR.
    • The ASTR project was conceptualized and designed by the DoT’s unit in Haryana between April 2021 and July 2021.
    • A pilot project was conducted in Haryana’s Mewat region to test the feasibility of ASTR, where a significant number of fraudulent SIMs were detected.

    How ASTR works?

    • ASTR uses convolutional neural network (CNN) models to encode human faces in subscribers’ images, accounting for various factors like face tilt, angle, image opaqueness, and dark color.
    • A face comparison is performed for each face against all faces in the database, grouping similar faces under one directory.
    • ASTR considers two faces to be identical if they match to a minimum extent of 97.5%.
    • It can detect all SIMs associated with a suspected face within 10 seconds from a database of 1 crore (10 million) images.
    • After matching faces, ASTR’s algorithm utilizes “fuzzy logic” to find approximate matches for subscriber names, considering variations, typographical errors, and related results.

    Impact and Results

    • In the first phase, ASTR analyzed over 87 crore (870 million) mobile connections and detected more than 40 lakh (4 million) cases of people using a single photograph to obtain multiple connections.
    • After verification, over 36 lakh (3.6 million) connections were discontinued by telecom operators.
    • The list of fraudulent connections is also shared with banks, payment wallets, and social media platforms to disengage these numbers from their respective platforms.
    • WhatsApp collaborated with the government to disable accounts created using such numbers, and similar efforts are being made with other social media platforms.

    Facts for Prelims

    Convolutional Neural Network (CNN): A type of deep learning algorithm commonly used for image recognition tasks, where it extracts features and patterns from images by applying convolution operations.

    Fuzzy Logic: A form of logic that deals with approximate or qualitative reasoning rather than strict binary true/false values. In the context of ASTR, it is used to find similarity or approximate matches for subscriber names, accounting for variations and typographical errors.

     

     

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  • India’s export of Russian oil to West

    oil

    Central Idea

    • The article discusses India’s increased imports of Russian oil and the potential circumvention of sanctions imposed on Russian oil products.

    Why in news?

    • An EU parliamentarian accused India of profiting from cheaply bought Russian oil and indirectly supporting the Russian economy.
    • India justified its purchase by emphasizing its energy demands and the challenges of higher prices due to its reliance on energy imports and significant poverty levels.

    Reasons: Sanctions against Russian Oil

    • After Russia’s invasion of Ukraine, Western countries and Europe aimed to reduce their dependency on Russian energy imports to weaken the Russian economy.
    • Measures were taken, such as Germany suspending the launch of the Nord Stream natural gas pipeline and Canada and the US banning the import of Russian crude oil.
    • Stricter sanctions were imposed on Russia, including a “price cap” from trading Russian oil above $60 per barrel.
    • The price cap aimed to cripple Moscow’s economy and limit its ability to fund the war in Ukraine.
    • However, Russia increased its oil exports to India and China as a response.

    India’s role in meeting West’s energy demand

    • India, exempt from the sanctions on Russian oil, has seen a significant increase in fuel imports from Russia, which is then refined and supplied to Europe and the US.
    • The refined oil from Russian crude, once processed in India, is not considered of Russian origin.
    • India’s oil imports have helped it meet its own energy demands and also assist Western nations facing energy crises due to the Russia-Ukraine conflict.
    • India has become a net exporter of refined petroleum products, supplying the West to alleviate current energy shortages.

    Impact of Indian imports on Western markets

    • Indian refiners have ramped up exports of refined petroleum products, including diesel and vacuum gas oil (VGO), to Europe and the US.
    • VGO is a feedstock in the refining process that can be further processed to produce gasoline, diesel, and other fuel products.
    • Diesel exports to Europe from India have increased by 12-16% in the last fiscal year.
    • The US has become a major recipient of Indian VGO shipments, receiving 11,000-12,000 barrels per day (bpd) or 65-81% of India’s VGO exports.
    • These exports from India have helped ease the energy tightness and supply constraints in Western markets.

     

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  • Govt doubles outlay on PLI for IT hardware

    Central Idea

    PLI Scheme for IT Hardware

    • The PLI scheme for IT hardware was initially introduced in March 2021.
    • It provides incentives of over 4% for incremental investment in domestic manufacturing for eligible companies, such as Dell and Flextronics.
    • The scheme aims to boost domestic manufacturing, increase exports, and make India a prominent player in the IT hardware sector.
    • The scheme will have a tenure of six years, providing a long-term incentive for eligible companies to invest in domestic IT hardware manufacturing.

    Growth in indigenous IT hardware

    • The government highlighted the growth of electronics manufacturing in India.
    • There is a 17% compound annual growth rate over the past 8 years and a production benchmark of $105 billion, including $11 billion in mobile phone exports.

    New changes introduced

    • The budgetary outlay for the PLI scheme for IT hardware manufacturing has been set at ₹17,000 crore.
    • The incentive rate has been increased to 5%, offering a higher benefit to companies investing in domestic manufacturing.
    • An additional optional incentive has been introduced for using domestically produced components, although the specific rates of these incentives are not specified.
    • If the optional incentives are utilized as intended, the total incentive under the scheme could amount to 8-9%.

    Achievements in Telecom hardware manufacturing

    • Telecom hardware manufacturing has surpassed the projected ₹900 crore and reached ₹1,600 crore.
    • Some Indian companies have become significant exporters of complex radio equipment worldwide.

     

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  • A Social Security Board for Gig Workers: Rajasthan’s Pioneering Step

    Gig Workers

    Central Idea

    • The Chief Minister of Rajasthan recently announced the establishment of India’s first welfare fund, the Rajasthan Platform-Based Gig Workers Social Security and Welfare Fund. This landmark move comes as a significant regulatory step to address the vulnerabilities faced by gig and platform workers since the passage of the Code on Social Security in 2020.

    All you need to know about Platform-Based Gig Workers Social Security and Welfare Fund

    • Social security and welfare benefits to gig workers: It is the country’s first welfare fund specifically designed to address the social security needs of gig and platform workers established by the government of Rajasthan. The fund aims to provide social security benefits and welfare measures to gig workers who operate in the platform economy.
    • Set up in accordance with the Code on Social Security 2020: Code on Social Security recognizes the vulnerabilities faced by gig and platform workers and emphasizes the need for social security measures to protect their rights and well-being. The creation of the welfare fund aligns with the code’s objective of extending social security coverage to workers in the informal sector.
    • Operates as a tripartite institution: The Platform-Based Gig Workers Social Security and Welfare Fund operates as a tripartite institution, comprising representatives from the bureaucracy, employers or clients, and workers’ unions or associations. This structure enables the fund to effectively address the concerns and interests of all stakeholders involved.
    • Funding through revenue-sharing model: The Code on Social Security mandates that platform companies contribute 1%-2% of their revenue towards the fund, ensuring that the financial responsibility is shared between the platforms and the government.

    Who are known as Gig Workers?

    • Gig workers are individuals who engage in temporary, flexible, and on-demand work arrangements, often facilitated through digital platforms or apps.
    • They are part of the gig economy, which is characterized by short-term and project-based work engagements rather than traditional long-term employment contracts.
    • Gig workers encompass a wide range of occupations and industries. They may include freelance writers, drivers for ride-hailing services, delivery personnel, online marketplace sellers, virtual assistants, graphic designers, and many others.
    • These workers typically operate as independent contractors, offering their services or completing tasks on a project-by-project basis.

    Potential challenges in program implementation

    • Lack of Clarity in Definitions: The classification and definition of gig workers can vary, making it challenging to accurately identify and include all eligible individuals in the programs. Determining the scope and coverage of the programs can be complex, especially considering the diverse nature of gig work.
    • Funding Constraints: Allocating sufficient funds for the implementation of social security programs for gig workers can be a significant challenge. Adequate resources need to be allocated to ensure the sustainability of the programs and the provision of comprehensive benefits. Identifying the appropriate funding mechanisms, such as revenue-sharing models or contributions from platforms, can be complex and require careful consideration.
    • Limited Awareness and Outreach: Many gig workers may be unaware of their rights or the existence of social security programs available to them. Effective outreach and awareness campaigns are crucial to ensure that gig workers understand the benefits and are encouraged to participate. Language barriers, digital literacy issues, and the dispersed nature of gig workers can further complicate outreach efforts.
    • Adapting to Technological Platforms: Implementing social security programs within the digital platforms that facilitate gig work can pose technical challenges. Integration with existing platform systems, ensuring secure data management, and addressing potential privacy concerns require careful planning and coordination between government agencies and platform operators.
    • Addressing Cross-Jurisdictional Issues: Gig workers often operate across multiple jurisdictions, which can create complexities in program implementation. Coordination among different states or countries may be required to ensure seamless coverage and avoid gaps or duplications in benefits.
    • Establishing Fair Evaluation Criteria: Determining eligibility criteria and evaluating gig workers’ contributions or income can be challenging. Traditional methods of assessing employment status or income may not align with the dynamic and variable nature of gig work. Developing fair and transparent evaluation mechanisms is crucial to ensure that deserving gig workers receive the appropriate benefits.
    • Balancing Flexibility and Protection: Gig work is characterized by its flexibility, allowing workers to choose when and how much they work. Designing social security programs that provide necessary protections while still accommodating the flexible nature of gig work can be a delicate balance. Ensuring that gig workers can access benefits without compromising their work arrangements is essential.

    Measures to overcome operational challenges

    • Comprehensive Outreach and Awareness Campaigns: Launch targeted and extensive awareness campaigns to inform gig workers about the available social security programs, their benefits, and the application process. Utilize multiple communication channels, including online platforms, mobile apps, social media, and community networks, to reach a wide range of gig workers.
    • Simplified Registration and Enrollment Processes: Streamline the registration and enrollment processes to make them user-friendly and accessible to gig workers. Utilize digital platforms and mobile applications to enable easy and convenient enrollment, reducing paperwork and administrative burdens.
    • Partnerships with Platforms: Collaborate with platform operators to facilitate program implementation. Platforms can play a crucial role in sharing information, reaching out to gig workers, and integrating social security features directly into their platforms. Establish clear guidelines and expectations for platform operators to ensure compliance and seamless integration of social security measures.
    • Tailored Benefit Packages: Design benefit packages that cater to the specific needs of gig workers. Consider their income volatility, irregular work schedules, and diverse occupational risks when determining the types of benefits to offer. Flexibility and customization in benefit packages can help address the unique challenges faced by gig workers.
    • Digital Solutions and Technology Integration: Leverage digital solutions and emerging technologies to streamline processes, enhance efficiency, and improve service delivery. Utilize digital platforms for benefits management, payment systems, and claims processing to ensure a seamless and user-friendly experience for gig workers.
    • Collaborative Governance: Establish tripartite partnerships involving government authorities, gig worker representatives, and platform operators to foster effective governance and decision-making. This collaborative approach ensures that the perspectives and interests of all stakeholders are taken into account and promotes transparency and accountability.
    • Continuous Monitoring and Evaluation: Implement robust monitoring and evaluation mechanisms to assess the effectiveness and impact of social security programs for gig workers. Regularly collect feedback from gig workers, platform operators, and other stakeholders to identify areas for improvement and make necessary adjustments to the programs.
    • International Collaboration and Knowledge Sharing: Engage in international collaboration and knowledge sharing to learn from best practices and experiences of other countries implementing social security measures for gig workers. Exchange ideas, strategies, and lessons learned to enhance program implementation and overcome operational challenges.

    Facts for prelims

    New classification by NITI Aayog: Platform vs. Non-platform Workers

    • The NITI Aayog report broadly classifies gig workers into platform and non-platform-based workers.
    • The consequent platformisation of work has given rise to a new classification of labour — platform labour — falling outside of the purview of the traditional dichotomy of formal and informal labour.
    • While platform workers are those whose work is based on online software applications or digital platforms.
    • Non-platform gig workers are generally casual wage workers and own-account workers in the conventional sectors, working part-time or full time.

     Conclusion

    • The establishment of the Rajasthan Platform-Based Gig Workers Welfare Board represents a significant victory for platform workers and unions who have long advocated for their rights. While many states are yet to take action, Rajasthan sets an example by prioritizing the welfare of these workers, especially with assembly elections looming next year.

  • Worldcoin: The Iris-scanning Cryptocurrency

    worldcoin

    Central Idea: Sam Altman, CEO of OpenAI, is reportedly raising $100 million for Worldcoin, a unique cryptocurrency.

    What is Worldcoin?

    • Worldcoin, co-founded by Altman and Alex Blania in 2019, aims to provide every human being on Earth with a share of its digital token.
    • Worldcoin is a crypto project that seeks to establish a global identity and financial network for everyone.
    • It utilizes a device called the Orb, which scans people’s irises to verify their uniqueness and humanity.
    • Individuals who undergo the iris scan are rewarded with Worldcoin tokens.
    • The World App, developed by Worldcoin, enables users to make payments, purchases, and transfers using Worldcoin and other digital assets.
    • The project plans to launch in the first half of 2023 and distribute a total of 10 billion tokens, with 80% going to users.

    Functioning of Worldcoin

    • Worldcoin’s founders aimed to freely distribute shares of the digital token to every person on the planet.
    • They envisioned it as a global distribution system for Universal Basic Income and a means to distribute profits generated by AI systems equally among people.
    • To ensure fair distribution, Worldcoin utilizes biometric iris scans through the Orb device.
    • The Orb scans the iris and converts it into a hash, which is impossible to recreate even if compromised.
    • The iris hash and the user’s public key hash are sent to Worldcoin servers, and if the person is new to the system, the hashes are added to the database and the company’s blockchain.

    Challenges and criticisms

    • Worldcoin faces challenges regarding the accessibility of the Orb and expanding the user database.
    • The project plans to incentivize sign-ups by offering coupons or access to loans.
    • Concerns exist about the privacy and security of biometric data and potential misuse.
    • Questions arise about the feasibility and scalability of reaching unbanked or underbanked populations.
    • The value and utility of the Worldcoin token and its competitiveness with other cryptocurrencies or fiat currencies are also subject to scrutiny.

    Back2Basics: Cryptocurrency

    • A cryptocurrency is a digital asset stored on computerised databases.
    • These digital coins are recorded in digital ledgers using strong cryptography to keep them secure.
    • The ledgers are distributed globally, and each transaction made using cryptocurrencies are codified as blocks.
    • And multiple blocks linking each other forms a blockchain on the distributed ledger.
    • There are estimated to be more than 47 million cryptocurrency users around the world.
    • These cryptocurrencies are created through a process called mining.

     

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  • India’s G20 Presidency and Disaster Risk Management

    Central Idea

    • The endorsement of a new working group on disaster risk reduction by the G20, under India’s presidency, presents an opportunity to prioritize disaster risk financing and achieve the targets set by the Sendai framework for 2030. The increasing occurrence of natural and human-made catastrophes globally has highlighted the need for competent financial risk management and insurance.

    The Need for Disaster Risk Financing

    • Recent years have witnessed a surge in both natural and human-made catastrophes worldwide. Disasters not only exacerbate poverty and hinder development but also generate social polarization.
    • Lack of competent financial risk management and insurance has allowed risks to proliferate, causing havoc in society and the economy. Annual disaster losses have a significant impact on low-income economies

    The Role of the G20 in Strengthening Financial Risk Management

    • Enhancing Risk Understanding and Integration: The G20 can support countries in enhancing their understanding of disaster risks and integrating them into government planning and budget processes. This includes promoting the development and dissemination of risk assessment tools, methodologies, and best practices.
    • Strengthening Regulation and Supervision in the Insurance Industry: Effective regulation, legislation, and supervision are crucial for the insurance industry to play a proactive role in managing disaster risks. The G20 can facilitate dialogue and cooperation among regulators and policymakers to establish robust frameworks that ensure fair and transparent insurance practices
    • Facilitating Public-Private Partnerships: Public-private partnerships are essential for managing and financing disaster risks effectively. The G20 can foster an enabling environment for partnerships between governments, private sector entities, and financial institutions.
    • Shifting from Ex-post to Ex-ante Financing Mechanisms: Traditionally, financial resources for disaster response, recovery, and reconstruction have been mobilized after an event occurs (ex-post financing). The G20 can advocate for a shift towards ex-ante financing mechanisms, where financial resources are pre-arranged and readily available to respond to disasters.
    • Encouraging Investment in Disaster Risk Reduction: There is a scarcity of investment in a development-oriented approach that focuses on reducing disaster risks. The G20 can promote investment in disaster risk reduction by raising awareness about the benefits of resilience-building measures and creating incentives for both public and private sectors to allocate resources towards risk reduction initiatives.

    What is Disaster Risk Reduction Working Group (DRRWG)?

    • The Disaster Risk Reduction Working Group is a newly endorsed working group within the G20 that focuses on disaster risk reduction.
    • It serves as a platform for member countries to collaborate and share knowledge on effective strategies for managing and reducing disaster risks.
    • It aims to address key components of comprehensive financial management strategies for disaster risks, including risk assessment, insurance coverage, financial assistance, and risk transfer mechanisms.

    Facts for prelims

    What is Coalition for Disaster Resilient Infrastructure (CDRI)?

    • The CDRI is an international coalition of countries, UN agencies, multilateral development banks, the private sector, and academic institutions that aim to promote disaster-resilient infrastructure.
    • Its objective is to promote research and knowledge sharing in the fields of infrastructure risk management, standards, financing, and recovery mechanisms.
    • It was launched by the Indian PM Narendra Modi at the 2019 UN Climate Action Summit in September 2019.
    • CDRI’s initial focus is on developing disaster-resilience in ecological, social, and economic infrastructure.

    Significance of the Disaster Risk Reduction Working Group (DRRWG)

    • Knowledge Sharing and Collaboration: The DRRWG provides a platform for member countries to share knowledge, experiences, and best practices in disaster risk reduction. It facilitates collaboration and learning from diverse approaches and methodologies employed by different nations.
    • Harmonization and Standardization: The DRRWG promotes harmonization and standardization of definitions, methodologies, and data collection practices related to disaster risk assessment and financing. This improves comparability and enables better analysis and benchmarking of disaster risks across different regions.
    • Access to International Markets: By harmonizing definitions and methodologies, the DRRWG helps countries improve access to international (re)insurance markets. Standardized approaches and better data quality enhance the confidence of insurers and reinsurers, facilitating the availability of insurance coverage and risk transfer mechanisms.
    • Comprehensive Financial Management Strategies: The DRRWG aims to address all key components of comprehensive financial management strategies for disaster risks. Comprehensive strategies enhance countries’ abilities to manage and reduce disaster risks effectively.
    • Investment in Disaster Risk Reduction: The DRRWG emphasizes the importance of investment in disaster risk reduction initiatives. By providing screening criteria for disaster-resilient investments and entities, the DRRWG helps guide investment decisions toward reducing risks and building resilience.
    • Global Resilience Building: The efforts of the DRRWG contribute to global resilience-building against disasters. By fostering cooperation, sharing expertise, and promoting best practices, the DRRWG strengthens the collective capacity of member countries to mitigate, manage, and recover from disasters, ultimately enhancing global resilience.

    How India can guide G20’s disaster management initiatives?

    • Setting the Agenda: India, as the G20 president, can prioritize disaster management on the agenda of G20 meetings and discussions. By emphasizing the importance of disaster resilience and risk reduction, India can ensure that member countries address these issues at the highest level of international cooperation.
    • Knowledge Sharing and Capacity Building: India can lead efforts to facilitate knowledge sharing and capacity building among G20 member countries in the field of disaster management. This can involve organizing workshops, training programs, and conferences to promote the exchange of best practices, lessons learned, and innovative approaches.
    • Policy Advocacy: India can advocate for policy measures that strengthen disaster management capabilities. This includes encouraging the adoption of robust regulatory frameworks, promoting risk-based approaches, and supporting the integration of disaster risk reduction into national development plans and policies.
    • Financial Commitments: As the G20 president, India can encourage member countries to allocate financial resources towards disaster risk reduction and resilience-building initiatives. By highlighting the economic and social benefits of such investments, India can mobilize support for increased funding and financing mechanisms for disaster management.
    • Public-Private Partnerships: India can promote partnerships between governments and the private sector to enhance disaster management efforts. By fostering collaboration and sharing expertise, technologies, and resources, India can facilitate the development of innovative solutions and strengthen resilience across sectors.
    • International Cooperation: India can leverage its position as G20 president to strengthen international cooperation in disaster management. This involves collaborating with other international organizations, regional bodies, and stakeholders to coordinate efforts, share data and information, and foster a collective response to global disaster risks.

    Conclusion

    • Prioritizing disaster risk financing within the G20, under India’s presidency, presents an opportunity to convert intentions into investment opportunities. India’s experience in dealing with natural disasters positions it to lead in disaster risk management.

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    Also Read:

    Disasters at Himalayan Region (Uttarakhand)

  • DNA Analysis in Criminal Cases: Ensuring Credibility and Admissibility

    Central Idea

    • The recent judgments by the Supreme Court have raised concerns about the admissibility of DNA reports as conclusive evidence in criminal cases. Highlighting issues of suspicion, lack of examination of underlying findings, and reliable application of techniques, the Court has emphasized the need to establish a robust framework for the acceptance of DNA analysis.

    What is DNA analysis?

    • DNA analysis, also known as DNA profiling or DNA testing, is a scientific method used to identify and analyze genetic material present in an individual’s cells.
    • It involves examining specific regions of DNA to create a unique DNA profile for identification purposes.
    • DNA analysis is widely used in forensic investigations, paternity testing, ancestry research, and other fields where genetic identification is required.

    Facts for prelims: Basics

    Characteristic DNA RNA
    Structure Double-stranded Single-stranded
    Sugar Deoxyribose Ribose
    Bases Adenine (A), Thymine (T), Cytosine (C), Guanine (G) Adenine (A), Uracil (U), Cytosine (C), Guanine (G)
    Base Pairing A-T, C-G A-U, C-G
    Primary Function Stores genetic information Transfers and expresses genetic information, protein synthesis
    Types of RNA Not applicable Messenger RNA (mRNA), Transfer RNA (tRNA), Ribosomal RNA (rRNA)
    Presence in Viruses Yes Yes
    Stability Relatively stable More prone to degradation

     The process of DNA analysis

    • Sample Collection: Biological samples such as blood, saliva, semen, hair, or tissues are collected from the individual or the crime scene.
    • DNA Extraction: The collected sample undergoes a process of DNA extraction, which involves isolating the DNA from other cellular components.
    • Polymerase Chain Reaction (PCR): PCR is used to amplify specific regions of the DNA. This technique allows the production of numerous copies of the targeted DNA sequences.
    • Short Tandem Repeats (STR) Analysis: STR analysis is performed by examining specific regions of DNA called short tandem repeats. These regions consist of repeating DNA sequences that vary in length among individuals. The number of repeats at each STR locus is determined and used to create a DNA profile.
    • Electrophoresis: The amplified DNA fragments are separated by size using a technique called electrophoresis. The DNA fragments are placed in a gel matrix and subjected to an electric current, causing them to migrate through the gel. This process separates the DNA fragments based on their sizes.
    • DNA Profile Generation: The separated DNA fragments are visualized, and the resulting pattern is captured as an individual’s DNA profile. The DNA profile consists of a series of bands corresponding to the sizes of the amplified STR regions.
    • Comparison and Interpretation: The generated DNA profile is compared to known reference samples, such as those from suspects or victims. The comparison is used to determine if there is a match or exclusion. Statistical calculations, such as the random match probability (RMP), may be used to assess the significance of the match.

    Role of DNA analysis in criminal investigations

    • Identification: DNA analysis is used to identify individuals involved in a crime. By comparing DNA profiles from crime scene samples to reference samples, such as those collected from suspects or victims, investigators can establish or exclude a person’s presence at the crime scene.
    • Linking Suspects to Crime Scenes: DNA evidence can be compared to a suspect’s DNA profile to determine if they were present at the crime scene. If a match is found, it provides strong evidence connecting the suspect to the crime.
    • Exclusion of Innocent Individuals: DNA analysis can be used to exclude individuals who are not connected to a crime. If a DNA profile from the crime scene does not match a suspect’s DNA, it can help establish their innocence.
    • Cold Case Investigations: DNA analysis has been instrumental in solving cold cases where conventional evidence has been limited. Revisiting old DNA samples or re-analyzing evidence using advanced techniques can lead to the identification of previously unknown suspects or the exoneration of wrongly convicted individuals.
    • Establishing Biological Relationships: DNA analysis is employed in cases involving missing persons, unidentified bodies, and disputed paternity or maternity claims. By comparing DNA profiles, investigators can determine familial relationships or confirm parentage.
    • Sexual Assault Cases: DNA analysis is particularly significant in sexual assault cases. DNA evidence collected from the crime scene, victim, or perpetrator can provide crucial information for identifying and convicting the offender.
    • Decoding Crime Scene Evidence: DNA analysis can help decipher complex crime scene evidence. By analyzing DNA profiles from different sources, such as mixed DNA samples, touch DNA, or degraded DNA, forensic experts can unravel critical information about the sequence of events and potential contributors.
    • Corroboration of Witness Testimony: DNA evidence can corroborate or challenge witness testimony. When witness accounts are in question, DNA analysis can provide objective evidence to support or refute their claims.

    Critical Examination of DNA Reports

    • In recent judgments, such as Rahul v. State of Delhi, Ministry of Home Affairs (2022) and Manoj v. State of Madhya Pradesh (2022), the Supreme Court has raised concerns about the reliability and admissibility of DNA evidence in criminal cases.
    1. Rahul v. State of Delhi:
    • In Rahul v. State of Delhi, the Court expressed reservations about the reliability of DNA evidence based on the suspicion surrounding the collection and sealing of samples sent for examination.
    • Despite a match result and other findings, the Court acquitted all three individuals accused of rape and murder.
    1. Manoj v. State of Madhya Pradesh:
    • In Manoj v. State of Madhya Pradesh, the Court identified the likelihood of contamination in the DNA analysis due to the absence of mentioning the random occurrence ratio.
    • The Court emphasized the importance of considering the statistical ratio or ‘random match probability’ (RMP), which indicates the frequency of a particular DNA profile in a population. The lack of mention of RMP led to the exclusion of the DNA evidence in this case.

    Concerns over the admissibility of DNA reports

    • Reliability of Techniques: The Court has questioned whether the techniques used in DNA analysis were reliably applied. It is crucial to ensure that the methods employed are scientifically sound and that the experts conducting the analysis possess the necessary expertise.
    • Examination of Underlying Findings: The Court has criticized the failure of trial courts and higher courts to examine the underlying basis of the findings in DNA reports. It is essential to scrutinize the methodology, procedures, and conclusions drawn from the analysis to determine the accuracy and reliability of the results.
    • Chain of Custody: The Court has expressed concerns about the integrity of DNA samples and their handling throughout the chain of custody. Proper documentation and maintenance of the chain of custody are vital to establish the authenticity and reliability of the evidence.
    • Possibility of Contamination: Contamination of DNA samples can significantly impact the reliability and accuracy of the analysis. The Court has highlighted instances where contamination may have occurred, such as improper collection, storage, or handling of samples.
    • Random Occurrence Ratio (RMP): The Court has emphasized the importance of including the random occurrence ratio or RMP in DNA reports.

    Way ahead

    • Standardized Guidelines: Establish standardized guidelines for DNA analysis in forensic laboratories, including protocols for sample collection, handling, storage, and analysis. These guidelines should encompass best practices to minimize the risk of contamination and ensure the integrity of DNA evidence.
    • Quality Control Measures: Implement rigorous quality control measures in DNA analysis processes. This includes regular proficiency testing, accreditation of forensic laboratories, and adherence to international quality standards.
    • Chain of Custody: Emphasize the importance of maintaining a proper chain of custody for DNA samples. Accurate documentation and strict adherence to protocols will help ensure the integrity and admissibility of DNA evidence in court.
    • Research and Technological Advancements: Encourage research and development in the field of DNA analysis to further enhance the reliability and accuracy of techniques. Explore emerging technologies, methodologies, and advancements in forensic genetics that can improve the analysis of DNA evidence.
    • Expert Testimony: Enhance the understanding of DNA analysis among legal professionals, judges, and juries. Training programs and workshops can help educate stakeholders about the principles, limitations, and significance of DNA evidence. This will facilitate better comprehension and assessment of DNA reports during legal proceedings.
    • Collaboration and Peer Review: Foster collaboration among forensic laboratories, DNA experts, and legal professionals to promote knowledge sharing and peer review. This will help maintain high standards of DNA analysis and ensure continuous improvement in the field.

    Conclusion

    • Despite recent concerns, DNA analysis continues to be a valuable tool in criminal cases. By addressing the raised issues through standardized guidelines, quality control, and improved understanding, the admissibility and reliability of DNA reports can be enhanced, contributing to a fair administration of justice.

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    Also Read:

    What is DNA Fingerprinting?

  • MoD signs 250th contract under ‘Innovations for Defence Excellence’

    Central Idea

    • Innovations for Defence Excellence (IDEX), the flagship initiative of the Ministry of Defence (MoD), has achieved a milestone with the signing of the 250th contract.
    • The first contract under Mission DefSpace and the 100th SPRINT (Navy) contract were signed on May 15.

    What is Innovations for Defence Excellence (IDEX)?

    • IDEX is a government initiative launched in April 2018.
    • Its objective is to contribute to the modernization of the Defence Industry.
    • The initiative focuses on promoting innovation and technology development in the Defence and Aerospace sectors.
    • Industries, including MSMEs, start-ups, individual innovators, R&D institutes, and academia, are engaged under iDEX.
    • IDEX provides funding and support to these industries to carry out Research & Development activities.
    • The Defence Innovation Organization (DIO) funds and manages IDEX, serving as its executive arm.

    Key achievements of IDEX

    • The first IDEX contract of Mission DefSpace was exchanged between officials of the MoD and InspeCity, a winner of the challenge for developing a micro propulsion system for CubeSats.
    • InspeCity is working on a gas-based compact micro propulsion system that can be integrated with satellites, including the CubeSat swarm under Mission DefSpace.
    • IDEX has received over 7,500 applications from individual innovators, Micro, Small, and Medium Enterprises (MSMEs), and startups.
    • The initiative has generated thousands of jobs and attracted India’s talent back to the country.

     

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  • Managing Inflation and Ensuring Food Security in India

    Inflation

    Central Idea

    • India’s recent decline in consumer price index (CPI) inflation and food price inflation has brought a degree of comfort to the Reserve Bank of India (RBI). However, the challenge lies in managing inflation while aiming for a GDP growth of 6 to 6.5 percent in FY24. Collaborative efforts between the RBI and the Government of India are crucial to achieving this twin objective.

    Current Inflation Scenario

    • The CPI inflation for April 2023 stood at 4.7 percent, with food price inflation even lower at 3.84 percent.
    • Maintaining overall inflation below 5 percent and GDP growth above 6 percent throughout the year would be a commendable achievement.

    Importance of Managing Food Inflation

    • Managing food inflation is crucial due to its significant weightage in the consumer price index (CPI) basket in India. The food and beverages component holds the highest weightage of 45.86% among G20 countries.
    • Food inflation directly impacts the cost of living for the general population, particularly vulnerable sections that spend a significant portion of their income on food.
    • High food inflation can lead to increased household expenses, lower purchasing power, and a decline in the overall standard of living.
    • Food inflation can also have social and political implications, as rising food prices can cause public unrest and dissatisfaction.
    • Effective management of food inflation contributes to maintaining price stability, ensuring food affordability, and supporting macroeconomic stability.

    Implications of Monsoon Season

    • Agricultural Production: The monsoon is crucial for agricultural production as it provides the majority of the water needed for irrigation. A normal or above-normal monsoon season supports adequate water availability, leading to higher crop yields and increased agricultural output. Conversely, a below-normal monsoon can lead to drought-like conditions, affecting crop productivity and agricultural incomes.
    • Food Prices: The monsoon significantly influences food production, particularly for rain-fed crops. Insufficient rainfall can lead to lower agricultural output, resulting in reduced supplies and higher food prices. Inadequate monsoon rains can impact staple crops such as rice, wheat, pulses, and oilseeds, leading to inflationary pressures on food prices.
    • Rural Economy: As agriculture plays a vital role in the rural economy, the monsoon directly impacts rural livelihoods and income levels. A good monsoon season can boost rural incomes, increase agricultural employment opportunities, and stimulate rural consumption. Conversely, a poor monsoon can lead to income losses, lower agricultural wages, and reduced rural demand.
    • Hydroelectric Power Generation: The monsoon contributes to water reservoirs, which are essential for hydroelectric power generation. Adequate rainfall ensures sufficient water levels in reservoirs, supporting electricity generation from hydroelectric plants. Inadequate monsoon rains can result in lower water levels, impacting power generation and potentially leading to electricity shortages.
    • Groundwater Recharge: The monsoon plays a crucial role in replenishing groundwater levels. Adequate rainfall helps recharge aquifers, which are vital sources of water for irrigation, drinking water, and industrial use. Insufficient monsoon rains can lead to depleted groundwater levels, affecting agriculture, water availability, and overall water security.
    • Economic Growth: The performance of the agricultural sector, influenced by the monsoon, has implications for overall economic growth. Agriculture contributes significantly to India’s GDP and employment. A good monsoon season can stimulate rural demand, enhance agricultural productivity, and contribute to higher economic growth. Conversely, a poor monsoon can dampen agricultural output, impacting overall economic performance.
    • Fiscal Impact: The monsoon season also has implications for government finances. Adequate rainfall supports agricultural production and reduces the need for government interventions such as subsidies or price support measures. In contrast, a poor monsoon can strain government resources, necessitating increased spending on irrigation infrastructure, relief measures, or support to affected farmers.

    What are the challenges in milk inflation?

    • Supply-side Factors: Milk inflation is influenced by supply-side dynamics. Factors such as adverse weather conditions, including drought or floods, can impact the availability of fodder and water for cattle, leading to reduced milk production. Any disruptions in the supply chain, such as transportation issues or logistical challenges, can also affect the supply of milk and contribute to inflationary pressures.
    • Disease Outbreaks: Disease outbreaks among cattle, such as lumpy skin disease, foot-and-mouth disease, or other health issues, can affect milk production. These outbreaks may result in a decrease in the number of healthy and productive cattle, leading to a decline in milk output and subsequently driving up milk prices.
    • Fodder Prices: The cost of animal feed, such as fodder, plays a significant role in milk production costs. Fluctuations in fodder prices can impact the overall cost of maintaining dairy cattle. If fodder prices increase due to factors like supply-demand imbalances, weather conditions, or changes in agricultural practices, it can contribute to higher milk prices.
    • Input Costs: Various input costs involved in milk production, such as labor, veterinary services, and energy costs, can affect the overall cost structure. Increases in input costs, including wages, veterinary medicines, or energy prices, can exert upward pressure on milk prices.
    • Import Dependence: In some cases, countries may rely on milk imports to meet domestic demand. If the import costs increase due to factors like changes in international prices, trade policies, or exchange rate fluctuations, it can contribute to higher domestic milk prices.
    • Market Structure and Competition: The market structure and competition within the dairy industry can impact milk prices. If the market is concentrated with a limited number of dominant players, it may lead to less competition, allowing suppliers to exercise greater pricing power. This can contribute to higher milk prices for consumers.
    • Government Policies and Regulations: Government policies and regulations related to milk production, procurement, and pricing can influence milk inflation. Policies such as subsidies, import restrictions, quality standards, or pricing mechanisms can affect the overall supply-demand dynamics and pricing in the milk market

    Way ahead

    • Focus on buffer stocking policy: To tackle cereal inflation, using the buffer stocking policy more proactively is important. Unloading excess stocks in open market operations can be an effective tool in managing cereal inflation.
    • Preemptive policy actions: It is important to implement policy actions in a preemptive manner rather than being reactive to events. This includes timely unloading of excess stocks and adjusting import duties to maintain price stability.
    • Monitor and address external shocks: Given that food price inflation can be triggered by external shocks like droughts and supply chain disruptions, it is crucial to closely monitor such factors and take appropriate measures to mitigate their impact.
    • Strengthen milk production: To address milk inflation, efforts should be made to address factors like the lumpy skin disease and high fodder prices that have strained milk production. Policies supporting the growth and sustainability of the milk industry should be implemented.
    • Lower import duties on fat and skimmed milk powder (SMP): By reducing import duties to around 10 to 15 percent, there could be an increase in imports of fat and SMP, which may help in controlling milk and milk product prices.

    Conclusion

    • By effectively managing inflation, implementing proactive policies, and fostering collaboration between the RBI and the Government of India, India can navigate the challenges of inflation management, ensure economic stability, and promote sustainable development in critical sectors.

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  • Orders on ONDC grow rapidly

    ondc

    Central Idea

    • The Open Network for Digital Commerce (ONDC) is a government-backed modular network for e-commerce, food and grocery delivery, and cabs in India.
    • ONDC has witnessed significant growth, with a rising number of orders and participants.
    • India Post, one of the world’s largest logistics systems, is expected to join ONDC, strengthening the network.

    About ONDC

    • The ONDC is a private non-profit Section 8 company established by the Department for Promotion of Industry and Internal Trade (DPIIT) of the Government of India.
    • It aims to develop open e-commerce by creating a set of specifications designed to foster open interchange and connections between shoppers, technology platforms, and retailers.
    • It was incorporated on December 31, 2021, with an initial investment from Quality Council of India and Protean eGov Technologies Limited (formerly NSDL e-Governance Infrastructure Limited).

    What does one mean by ‘Open-sourcing’?

    • Free for all: An open-source project means that anybody is free to use, study, modify and distribute the project for any purpose.
    • Open licensing: These permissions are enforced through an open-source licence easing adoption and facilitating collaboration.

    What processes are expecting to be open-sourced with this project?

    • Several operational aspects including onboarding of sellers, vendor discovery, price discovery and product cataloguing could be made open source on the lines of Unified Payments Interface (UPI).
    • If mandated, this could be problematic for larger e-commerce companies, which have proprietary processes and technology deployed for these segments of operations.

    What does the DPIIT intend from the project?

    • ONDC is expected to-
    1. Digitize the entire value chain,
    2. Standardize operations,
    3. Promote inclusion of suppliers,
    4. Derive efficiencies in logistics and
    5. Enhance value for stakeholders and consumers

    Processes in the ONDC

    • Seller Onboarding: Sellers can register and onboard their businesses onto the ONDC platform.
    • Vendor Discovery: Buyers can discover relevant vendors and sellers on the ONDC network.
    • Price Discovery: Transparent marketplace for comparing prices across sellers.
    • Product Cataloguing: Sellers can create and manage catalogues of their products on the platform.
    • Transaction Processing: Secure and seamless payment infrastructure for completing purchases.
    • Order Fulfillment: Coordinating delivery or provision of purchased products or services.
    • Customer Support: Assistance for addressing queries and concerns of buyers and sellers.
    • Data Management and Security: Robust practices to protect user data and ensure security.

    Why such a move by the govt?

    • Digital boom: This COVID pandemic has made every business to go digital. India is a country with 700 million internet users of whom large crunch of population are active buyers on e-coms.
    • Promoting competition: ONDC aims to foster a more competitive marketplace by providing opportunities for small retailers and businesses.
    • Fostering inclusivity: It seeks to enable small retailers to access a wider customer base, promoting inclusivity in the digital commerce ecosystem.
    • Curbing monopolistic practices: ONDC addresses potential monopolistic behavior and rent-seeking tendencies by certain e-commerce platforms.
    • Enhancing efficiency: By streamlining operations and standardizing processes, ONDC aims to drive efficiencies in the digital commerce ecosystem.
    • Digital Public Infrastructure: ONDC is part of the government’s efforts to build and support essential digital services and infrastructure.
    • Government support: The government’s involvement in ONDC demonstrates its commitment to supporting small businesses and advancing digital transformation.

    Scope for ONDCs success

    • Government backing: ONDC is a government-backed initiative, indicating strong support and resources from the government to drive its success.
    • Inclusive approach: ONDC aims to create a level playing field for small retailers and businesses, empowering them to compete with larger e-commerce platforms.
    • Industry expertise: The drafting panel of ONDC includes experienced individuals from various sectors, bringing diverse perspectives and expertise to the table.
    • Successful track record: India has previously executed successful public digital platforms like UPI and Aadhaar-linked projects, demonstrating the country’s capability in implementing digital initiatives.
    • Open-Sourcing approach: The open-sourcing of processes within ONDC can foster innovation, collaboration, and widespread adoption, similar to the success of UPI.
    • Growing digital market: India has a large population of internet users, making it a thriving market for digital commerce. ONDC can tap into this market and capitalize on the increasing adoption of online services.
    • Potential for disruption: ONDC’s entry into the digital commerce ecosystem can disrupt existing players and bring about positive changes, offering more choices and opportunities for businesses and consumers.

    Issues that can be raised

    • EODB concerns: They may raise hues over operability and ease of doing business.
    • Compliance burden: MSMEs have already raised the growing compliance burden for e-commerce.

    Other challenges

    • Every platform has its own challenges so would the ONDC may have.
    • While UPI was ruled out (BHIM being the first) people were reluctant in using it due to transaction failures.
    • With subsequent improvements and openness people and businesses are using it in every walks of life. So it would work with ONDC.

    Conclusion

    • While challenges may exist, the combination of government support, industry expertise, and the aim to create a more inclusive and competitive digital commerce landscape provides a strong foundation for the success of ONDC.

     

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