UPSC Mains 2026 · GS IV · Q1(a) · 10 marks · 150 words

Owing to paucity of time, a university professor generates a Ph.D. evaluation report using Artificial Intelligence and submits it with some modifications. Discuss this from the perspective of accountability and integrity.

हिन्दी में

समय के अभाव में विश्वविद्यालय का एक प्रोफेसर कृत्रिम बुद्धिमत्ता (आर्टिफिशियल इंटेलिजेंस) की मदद से एक Ph.D. के मूल्यांकन का प्रतिवेदन लेकर और उसे कुछ संशोधित कर जमा कर देता है। जवाबदेही और निष्ठा के परिप्रेक्ष्य में इस पर विचार कीजिए।

How a topper answered the closest question

Toppers wrote this one in a test series: “Artificial intelligence is rapidly transforming economy and society and will almost certainly continue to do so in the coming decades. This transformation will have deep ethical impact, with these powerful new technologies both improving and disrupting human lives. In this context, identify the ethical considerations, if any, of the following issues associated with the use of AI:”

Arth JainAIR 16 · CSE 2020 · 361 wordsTheir whole copy

Opening

The advent of AI in the last few decades has raised both ethical and economical considerations.

This has been depicted in popular culture via movies such as Terminator!

Body · points

Ethics in Privacy

  1. With the coming of more advanced technologies, the safety of data will become a bigger concern.
  2. AI can misuse data/data patterns to gain access to private matters of a person.
  3. Newer methods of "impersonation" may develop by the use of AI.
  4. Humans and human data will be treated as a "commercial quantity". ↓ This goes against the ethical tenet, that humans must always be ends and not the means to an end.

Part (b): AI induced unemployment

  1. As per WEF report, advent of 14.0 will lead to loss of millions of jobs. (Future of Jobs Report)
  2. This is a classic case of technology being designed for human convenience, causing inconvenience to millions.
  3. Millions will be displaced and lose their jobs. ↓ Completely unacceptable from a humanitarian ethical viewpoint.
  4. The nature of jobs will also change.
  5. Since the technology will be in the hands of the rich, it will leave the poorer sections further vulnerable.

Potential for misuse

  1. Ethically and morally wrong actions may take place. These will be guided by wrong intentions.
  2. In the absence of an ethical framework for AI, it will lead to a situation where we have designed "humans without conscience".
  3. Eventually the AI can prove disastrous for social harmony or peace in the society.

Analysis of AI

Like any other invention, every leap in technology can be used for welfare of many or misused by some. The aim is to limit the possibilities of misuse.

This can be done via:

  1. Promoting ethical design in AI. This would mean creation of an "artificial conscience".
  2. Strict controls on proliferation of harmful AI technologies.
  3. Sensitisation of the scientists and stakeholders working with AI. This will make them understand the potency of their inventions.

Conclusion

Close

In the absence of ethical considerations, any technology can prove disastrous. It happened with the bomb, the dynamite and it can happen to the AI.

How toppers approach this question, and more on its topic: open the question.

Toppers’ answers to other close questions

Source: UPSC, Civil Services (Main) Examination 2026, General Studies Paper IV, Q1(a). The paper on upsc.gov.in. Themes and links to toppers’ answers are by UPSC Grade, not by UPSC.