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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: 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
Title: Redefining Trade Relations: The Effect of Atmanirbhar Bharat on India’s Imports and Exports with China

Abstract: This research explores the impact of India's Atmanirbhar Bharat (Self-Reliant India) policy on its trade relations with China, emphasising their role in global supply chains. It analyses changes in trade patterns, import dependency, export results, and sectoral shifts since the policy's 2020 implementation. By combining quantitative data with qualitative evaluations, the study reveals that the Atmanirbhar Bharat initiative has introduced strategic measures for import substitution, supply chain diversification, and domestic industry support, focusing on enhancing local manufacturing, technological innovation, and entrepreneurship. The study highlights India's structural trade imbalances with China, driven by its significant demand for intermediate goods and capital equipment crucial for manufacturing. This dependence poses challenges to India's self-reliance and complicates trade relations in a globalised economy. The paper offers policy recommendations to enhance trade resilience and competitiveness against Chinese imports, including investing in infrastructure, promoting research and development, and forming strategic international partnerships to mitigate trade imbalances and support sustainable growth.

By Arvind Kumar Yadav, Nitin Kumar
In Volume: 14,Issue: 2
Title: Impact of Global Economic Uncertainty on the Financial Performance of the National Stock Exchange (NSE): A Study from 2021–2025

Abstract: The National Stock Exchange (NSE) of India plays a crucial role in trading stocks, derivatives, and debt instruments. Between 2021 and 2025, global economic uncertainty, driven by pandemic effects, fluctuating interest rates, geopolitical conflicts, and shifts in capital movements, significantly impacted financial markets, including the NSE. This research investigates how challenges like post-pandemic recovery, changes in foreign investment, and tightening monetary policies affected the NSE’s income and trading activity. By analysing secondary data from financial statements and economic reports, the study evaluates trends in revenue, net profits, and trading volumes. Increased global uncertainty led to market volatility and corrections in equity indices. Despite these challenges, the NSE's robust domestic investor base and diversified revenue helped mitigate adverse effects. The findings highlight the importance of adaptive risk management and regulatory consistency in maintaining financial performance during global instability.

By Arvind Kumar Yadav, Shamshad Khan
In Volume: 14,Issue: 2