There is a technological company named ABC Incorporated which is the second largest worldwide, situated in the Third World. You are the Executive Officer and the majority shareholder this company. The fast technological improvements have raised worries among environmental activists, regulatory authorities, and the general public over the sustainability of this scenario. You confront substantial issues about the business's environmental footprint. In 2023, your organization had a significant increase of 48% in greenhouse gas emissions compared to the levels recorded in 2019. The significant rise in energy consumption is mainly due to the surging energy requirements of your data centers, fuelled by the exponential expansion of Artificial Intelligence (AI). AI-powered services need much more computational resources and electrical energy compared to conventional online activities, notwithstanding their notable gains. The technology's proliferation has led to a growing concern over the environmental repercussions, resulting in an increase in warnings. AI models, especially those used in extensive machine learning and data processing, exhibit much greater energy consumption than conventional computer tasks, with an exponential increase.Although there is already a commitment and goal to achieve net zero emissions by 2030, the challenge of lowering emissions seems overwhelming as the integration of AI continues to increase. To achieve this goal, substantial investments in renewable energy use would be necessary. The difficulty is exacerbated by the competitive environment of the technology sector, where rapid innovation is essential for preserving market standing and shareholders worth. To achieve a balance between innovation, profitability and sustainability, a strategic move is necessary that in line with both, business objectives and ethical obligations (a) What is your immediate response to the challenges posed in the above case? (b) Discuss the ethical issues involved in the above case. (c) Your company has been identified to be penalized by technological giants. What logical and ethical arguments will you put forth to convince about its necessity? (d) Being a conscience being, what measures would you adopt to maintain balance between AI innovation and environmental footprint?

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[Case Study 4] "Rajesh is a Group A officer with nine years of service. He is posted as Administrative Officer in an Oil Public Sector undertaking. As an Administrative Officer he is responsi- ble for managing and coordinating various administrative tasks to ensure smooth functioning of office. He also manages office supplies, equipment etc. Rajesh is now sufficient senior and is expecting his next promotion in JAG (Junior Administrative Grade) in the next one or two years. He knows that promotion is based on examination of ACRs/Performance Appraisal of last few years (5 years or so) of an officer by a DPC (Departmental Promotion Committee) and an officer lacking requisite grading of ACRs may not be found fit for promotion. Consequences of losing promotion may entail financial and reputational loss and set-back for career progression. Though he also puts his best efforts in official discharge of his duties, yet he is unsure of as- sessment by his superior officer. He is now putting extra efforts so that he gets thumping report at the end of financial year. As Administrative Officer, Rajesh is regularly interacting with his immediate boss, who is his reporting officer for writing his ACR. One day he calls Rajesh and wants him to buy computer-related stationery on priority from a particular vendor. Rajesh instructs his office to initiate action for procuring these items. During the day, the dealing Assistant brings an estimate of Rupees Thirty Five Lakhs covering all stationery items from the same vendor. It is noticed that as per delegated financial powers, as provided in the GFR (General Financial Rules) as applicable in that Organisa- tion, expenditure for office items exceeding Rupees Thirty Lakhs requires sanction of the next higher authority (boss in the pres- ent case). Rajesh knows that immediate superior would expect all these purchases should be done at his level, and may not appreciate such lack of initiative on his part. 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The proposed land, however, is an ecologically sensitive zone densely populated with age-old trees, medicinal plants and vital biodiversity. Besides, these forests help to regulate micro-climate and rainfalls, provide habitat for wildlife, support soil fertility and prevent land/soil erosion and sustain livelihoods of tribal and nomadic communities. In spite of the ecological and social costs, the administration argues in favour of the said proposal by highlighting that this very initiative addresses fundamental human rights as a critical welfare priority. Besides, it fulfills the government's duty to uplift & em- power the poor through inclusive housing development. Further, these forest areas have become unsafe due to wild-animal threats and recurring human-wildlife conflicts. Lastly, clearing forest-zones may help to curb anti-social elements allegedly using these areas as hideouts, thereby enhancing law and order. 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