Q.What do you understand by probity in governance? Based on your understanding of the term, suggest measures for ensuring probity in government.

There is a technological company named ABC Incorporated which is the second largest worldwide, situated in the Third World. You are the Chief Executive Officer and the majority shareholder of 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). Al-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. Al 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 Al 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 is 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 convince about its necessity? D. Being a conscience being, what measures would you adopt to maintain balance between AI innovation and environment footprint?

“Learn everything that is good from others, but bring it in, and in your own way absorb it, do not become others.” — Swami Vivekananda

Global warming and climate change are the outcomes of human greed in the name of development, indicating the direction in which extinction of organisms including human beings is heading towards loss of life on Earth. How do you put an end to this to protect life and bring equilibrium between the society and the environment?

Mission Karmayogi is aiming for maintaining a very high standard of conduct and behaviour to ensure efficiency for serving citizens and in turn developing oneself. How will this scheme empower the civil servants in enhancing productive efficiency and delivering the services at the grassroots level ?

The soul of the new law, Bharatiya Nyaya Sanhita (BNS) is Justice, Equality and Impartiality based on Indian culture and ethos. Discuss this in the light of major shift from a doctrine of punishment to justice in the present judicial system. (150 words, 10 Marks)

“In Indian culture and value system, an equal opportunity has been provided irrespective of gender identity. The number of women in public service has been steadily increasing over the years.” Examine the gender-specific challenges faced by female public servants and suggest suitable measures to increase their efficiency in discharging their duties and maintaining high standards of probity.