Artificial Intelligence (AI) is a branch of computer science. Here, machines are designed in such a way that they can perform tasks which normally require human intelligence such as problem solving, analyzing, decision making etc. Finance is the lifeblood of business. Decisions taken by finance professionals have a significant impact on future prospects of business. AI helps in analyzing huge volume of financial data in just few minutes. Due to advent of AI, the traditional decision-making process has been replaced by AI tools (Machine Learning, Natural Language Processing and Predictive Analysis). This study tries to analyze the impact of AI on enhancing the speed and accuracy of decision making. It tries to find how much finance professionals are dependent on AI for decision making. The study finds that AI tools have helped to reduce human bias and errors, but they can never replace human beings. Just that the roles of finance professionals will evolve from doing manual or routine tasks to being strategic advisors, AI ethic officers, AI product managers, AI auditors, Risk analysts, etc.

This research paper examines the Artificial Intelligence has a transformative role in accounting and financial reporting. It offers accuracy, efficiency and decision making in financial matters. AI technologies perform several tasks like data entry; invoice processing, auditing and reducing human error. But it also has some challenges with data privacy and bias in algorithms. At the end the paper concludes by emphasizing the application of AI implementation is required along with human expertise to survive in the digital innovative world.

The rapid expansion of generative artificial intelligence has disrupted traditional copyright frameworks, raising complex legal and ethical concerns. This study explores copyright challenges associated with AI-generated works in India through doctrinal analysis and a stakeholder survey. The research examines issues of authorship, originality, ownership, and use of copyrighted material in AI training. Findings reveal strong stakeholder support for a human-centric copyright approach, greater transparency in AI-generated content, and clearer regulation of training datasets. The study identifies significant gaps in India’s Copyright Act, 1957, and recommends policy reforms aligned with global best practices to balance innovation with protection of creative rights.

The future of commerce and global trade is changing fast because of digital technology, online payments, and advanced supply systems. In India, the pharmaceutical retail sector has also changed a lot due to the growth of online pharmacies and mobile apps that deliver medicines at home. This change has become faster because of E-Commerce 2.0, social media influence, digital payment methods, and the increasing use of Artificial Intelligence (AI) to improve customer services. This research paper focuses on understanding consumer behaviour towards buying medicines online and offline in Mumbai City. The study mainly examines how aware consumers are about both modes and what factors affect their buying decision, such as price, convenience, trust, delivery speed, and customer service. It also highlights the problems faced by consumers while purchasing medicines online as well as offline. The study also connects online medicine buying with important topics like ethical use of AI, digital trade rules, fintech growth, and strong supply chain systems. Primary data was collected through a structured questionnaire and analysed by comparing online and offline purchasing patterns. The findings show that many consumers prefer online platforms because they provide home delivery, discounts, and easy digital payments. However, offline medical stores are still trusted more because medicines are available immediately and consumers can take advice directly from the pharmacist. The study concludes that the future of medicine trade will depend on strong digital rules, safe online payment systems, better digital awareness among consumers, and efficient supply chain management.

Edge computing technology is changing rapidly as organizations try to use efficient and intelligent technologies for processing data. From the various literature obtained from recent articles, it can be found that some of the trends related to the future of edge computing are as follows. Edge AI is the term given for the application of artificial intelligence directly to edge devices like sensors, smartphones, cameras, etc., instead of the cloud. Defense surveillance systems need efficient detection of threats in real-time for the security of the nation. However, while using the cloud for surveillance systems, there are many problems related to connectivity. The paper proposes an Edge-Intelligence-enabled framework for the detection of events in real time from smart defense surveillance systems using IoT. Local processing of data from IoT sensors, cameras, and unmanned devices, integrating AI-driven analytics at the edge layer, enables faster detection of anomalies and intrusions and object tracking with reduced dependency on centralized cloud infrastructure. The proposed approach will enhance situational awareness, reduce network congestion, ensure data privacy, and guarantee operational resilience in dynamic and low-connectivity environments. Based on secondary data analysis, architectural design, key technologies, and implementation challenges of this study reveal the effectiveness of Edge Intelligence in strengthening next-generation defense surveillance systems.

Environmental protection has become a critical concern in the present era due to increasing environmental degradation caused by human activities. The attitudes and awareness of young individuals play a vital role in shaping responsible environmental behaviour. This study aims to analyse the attitudes of junior college students towards environmental protection in connection with their level of environmental awareness. The research focuses on understanding how awareness about environmental issues such as pollution, depletion of natural resources, climate change, and ecological imbalance influences students’ perspectives and actions towards protecting the environment. Educational institutions play a significant role in promoting environmental consciousness through environmental education, campaigns, and co-curricular activities. The study highlights the importance of developing positive attitudes among students so that they become responsible citizens who actively participate in environmental conservation. Data collected from junior college students helps in identifying the level of awareness and their willingness to engage in environmentally responsible practices. The findings indicate that increased environmental awareness positively influences students’ attitudes towards environmental protection. Therefore, strengthening environmental education and awareness programmes in colleges can significantly contribute to developing environmentally responsible behaviour among youth and encourage sustainable practices for the protection of the natural environment.

The rising penetration of digital media has transformed consumer awareness and healthcare decision-making patterns. Generic medicines have emerged as a cost-effective alternative, yet their acceptance largely depends on public perception and awareness. In recent years, digital platforms have played a crucial role in influencing consumer attitudes toward pharmaceutical products. This study explores the role of digital technology in enhancing public awareness of government initiatives on generic medicine