Ethics, Integrity & Aptitude·Predicted 2026

Evidence-based Decision Making — Predicted 2026

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Version 1Updated 5 Mar 2026

AI-Predicted Question Angles for UPSC 2026

Based on trend analysis, current affairs, and recurring themes in Evidence-based Decision Making.

AI and Machine Learning in Evidence-Based Governance

High

With increasing government focus on AI adoption in governance and the launch of various AI initiatives, UPSC is likely to test understanding of how artificial intelligence can support evidence-based decision making while also examining the ethical implications and limitations of algorithmic decision-making in public administration.

Climate Change Policy and Evidence-Based Decision Making

High

Given India's climate commitments and the increasing frequency of climate-related disasters, questions are likely to focus on how administrators can use climate data, scientific evidence, and impact assessments to make informed policy decisions while balancing economic and environmental considerations.

Post-Pandemic Governance and Evidence-Based Health Policy

Medium

The COVID-19 experience has highlighted both the importance and challenges of evidence-based decision making in health emergencies. Questions may explore how administrators can balance scientific evidence with practical constraints and public acceptance in health policy implementation.

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