Ethics, Integrity & Aptitude·Predicted 2026

Technology and Privacy — Predicted 2026

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Version 1Updated 6 Mar 2026

AI-Predicted Question Angles for UPSC 2026

Based on trend analysis, current affairs, and recurring themes in Technology and Privacy.

Effectiveness of the DPDP Act 2023 in balancing individual rights with state security imperatives.

High

The Act is recent legislation of immense significance. Its most debated feature is the broad exemption granted to the state. UPSC loves to test candidates on the critical analysis of new laws, especially where there is a clear tension with fundamental rights. A question asking whether the Act truly upholds the 'spirit' of the Puttaswamy judgment is highly probable. It combines legal knowledge (GS-2) with ethical evaluation (GS-4).

Ethical framework for the deployment of Artificial Intelligence in India's criminal justice system.

High

The use of AI in policing and judiciary (e.g., predictive policing, data analysis for bail decisions) is a rapidly emerging global trend and a topic of intense debate. This angle touches upon core ethical issues like bias, fairness, accountability, and the potential for discrimination against marginalized communities. With the government pushing for 'Digital India' and AI adoption, a question on the ethical guardrails required is very timely.

The role of 'Big Tech' as a quasi-sovereign actor in shaping privacy norms and the ethical challenges for state regulation.

Medium

Recent events, from Twitter's legal battles with the government to WhatsApp's privacy policy, show that large tech platforms now wield power comparable to states. They set their own rules for speech and privacy. A question could explore the ethical dilemma for a democratic state: how to regulate these powerful non-state actors to protect citizens' rights without resorting to censorship or stifling innovation. This is a sophisticated angle on corporate governance and digital sovereignty.

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