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Title: Impact of Generative AI (ChatGPT, Gemini, Copilot) on Learning Efficiency in the Indian Education System

Abstract: Generative Artificial Intelligence (GenAI) has emerged as one of the most influential technological developments shaping modern learning environments. Tools such as ChatGPT, Google Gemini, and Microsoft Copilot are increasingly being used by Indian students and teachers for explanation, summarization, content generation, and academic support. This study examines how these tools influence learning efficiency in the Indian education system. Using a mixed-method design consisting of a structured student–teacher survey and focused interviews, the study explores changes in understanding, productivity, doubt-clearing, academic confidence, and skill development. Findings reveal that GenAI significantly enhances conceptual clarity, reduces learning time, and supports self-paced learning. However, concerns remain regarding over-dependence, misinformation, ethical use, and unequal access. The paper concludes with recommendations for responsible AI integration in Indian classrooms.

By Shantam Babbar, Rajesh Kumar Raju, Monika Kumari
In Volume: 14,Issue: 2
Title: Liquidity Crisis in the Banking Sector: Actions, Implementation, and Solutions: Bangladesh Perspective

Abstract: This research report provides an in-depth analysis of the persistent liquidity crisis within Bangladesh's banking sector. Characterized by a severe shortage of available cash to meet obligations, the crisis threatens financial stability and long-term economic growth. The study identifies the multifaceted causes of the crisis, which are predominantly rooted in systemic governance failures rather than external shocks. Key factors include alarming levels of Non-Performing Loans (NPLs) driven by poor credit governance and willful defaults, a declining trend in deposit growth, significant capital flight, and foreign currency mismanagement. The report assesses the profound impacts of this crisis, including constrained credit flow to productive sectors, erosion of public trust, and heightened systemic risk. It evaluates recent regulatory interventions by Bangladesh Bank, such as the unification of weak banks and the introduction of the Bank Resolution Ordinance 2025. Through analytical review, the report concludes that while these are positive steps, their long-term efficacy depends on rigorous implementation. The study recommends a holistic strategy encompassing stringent governance reforms, aggressive NPL resolution through asset reconstruction companies, monetary and fiscal policy coordination, technological integration for transparency, and confidence-building measures to attract deposits. The findings underscore that a sustainable solution requires unwavering political will to address deep-seated institutional corruption and mismanagement.

By Selina Akhter
In Volume: 14,Issue: 2
Title: Fostering Innovation through Education: India's National Education Policy (NEP) 2020 and Mainstreaming of Entrepreneurial Education

Abstract: This paper intends to argue that incorporating entrepreneurial education into school and college curricula is essential for developing a creative and resilient mindset in young people, transforming job seekers into producers and improving initiatives like Startup India. It divides its analysis into four main sections: an introduction that presents entrepreneurship as an essential component of education that aligns with SDG 4's objectives for skill development; a comparison of NEP's visionary reforms towards experiential, multidisciplinary learning with pre-NEP 2020 issues like rote learning, vocational silos, and skills mismatches; an analysis of new teaching methods, emphasising flexible structures like credit banks and interdisciplinary enterprise skills; and A list of crucial actions for implementing NEP 2020, including teacher training and innovation councils, have also been analysed. This paper is a descriptive study, which relies on government reports and documents to study the performance of NEP in fostering innovation and entrepreneurship.

By Prateek Agrawal, Rajeev Sijariya, Monika Singh, Ajay Pratap Singh
In Volume: 14,Issue: 2
Title: Impact Assessment of Rural Credit Mechanisms on Agricultural Growth and Livelihood Improvement

Abstract: Rural credit plays a crucial role in promoting agricultural growth and improving the livelihoods of rural households in developing economies, particularly in India. This research paper evaluates the impact of various rural credit mechanisms, including institutional finance, cooperative credit, microfinance, and government-sponsored schemes, on agricultural productivity and livelihood enhancement. Using secondary data from national surveys, published research, and policy documents, the study highlights how access to affordable and timely credit facilitates technological adoption, crop diversification, employment generation, income growth, and poverty reduction. The findings indicate that institutional credit significantly contributes to agricultural productivity and livelihood security. However, challenges such as regional imbalances, procedural complexities, and rising indebtedness remain. The study concludes with policy recommendations to strengthen rural credit delivery systems and ensure sustainable and inclusive rural development.

By Imran Ahmed, Arvind Kumar Yadav
In Volume: 14,Issue: 2
Title: A Comparative Performance Appraisal of Bajaj Finance Ltd. and Tata Capital Financial Services Ltd.

Abstract: Non-Banking Financial Companies (NBFCs) play a crucial role in the Indian financial system by complementing banks in providing credit, promoting financial inclusion, and offering specialised financial services. The present study aims to evaluate the performance of selected NBFCs in India using key financial indicators. This research analyses profitability, liquidity, solvency, and efficiency ratios to assess the overall financial health of these organisations. Secondary data has been collected from annual reports and published financial statements of the selected NBFCs for a specific period. The findings reveal performance variations among NBFCs, highlighting strengths, weaknesses, and areas for improvement. This study conducts a comparative performance appraisal of two major Non-Banking Financial Companies operating in the National Capital Region (NCR) of India: Bajaj Finance Ltd. (Gurgaon) and Tata Capital Financial Services Ltd. (Noida). Using key financial metrics such as Assets Under Management (AUM), profitability ratios (Return on Assets - ROA, Return on Equity - ROE), net interest margin (NIM), asset quality (non-performing assets - NPAs), and capital adequacy, this paper evaluates the financial health, operational efficiency, and performance dynamics of both NBFCs. The findings highlight significant differences arising from their business strategies, asset quality, and scale of operations, providing actionable insights for investors, regulators, and stakeholders.

By Firoj Ahmed, Arvind Kumar Yadav
In Volume: 14,Issue: 2
Title: Executive Clemency in South Asia: Scope and Limits of Pardoning Power in SAARC Nations

Abstract: Within the nations of the South Asian Association for Regional Cooperation (SAARC), the Constitutional power of pardon, which has historically been defended as a tool of mercy and remedial justice, has become a site of administrative excess and constitutional tension. Despite being universally vested in the head of state, the region's use of this power often deviates from its humanitarian justification and serves as a politically useful instrument that erodes public trust in criminal justice systems, judicial finality, and equality before the law. The legislative framework enabling executive clemency in SAARC member states-India, Pakistan, Bangladesh, Nepal, Sri Lanka, Bhutan, Maldives, and Afghanistan is examined critically and comparably in this paper. Through a doctrinal analysis of recent and significant case laws such as A.G. Perarivalan v. State of Tamil Nadu, 2022, Bal Krishna Dhungel (Nepal), 2018 and contentious presidential pardons in Sri Lanka and Bangladesh, the study reveals recurring patterns of partisan misuse of mercy powers, arbitrariness, and opacity in jurisdictions lacking significant judicial or statutory constraints. The paper argues that constitutional democracies dedicated to upholding the rule of law, the current deference to executive discretion is normatively untenable. It contends that limited but principled judicial review, combined with procedural protections such as reason-giving, victim engagement, and independent clemency advisory procedures, is required to keep clemency from devolving into an instrument of impunity. The study concludes by suggesting a reform-oriented constitutional framework and regionally harmonized norms for recalibrating executive mercy within the parameters of legality, accountability, and democratic legitimacy.

By Faraha, Sadaf Ansari
In Volume: 14,Issue: 2