Social Justice & Welfare·Predicted 2026

Scholarship Schemes — 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 Scholarship Schemes.

NSP 2.0 and AI integration in scholarship delivery

High

The recent launch of NSP 2.0 with AI-powered verification and blockchain integration represents a significant technological advancement in public service delivery. Given UPSC's focus on digital governance and the government's emphasis on technology-driven solutions, questions on how AI enhances transparency, reduces processing time, and prevents fraud are highly likely. The intersection of technology and social justice makes this a compelling examination angle, particularly for questions on digital transformation in governance.

Post-COVID educational recovery and scholarship scheme effectiveness

High

COVID-19's disproportionate impact on marginalized communities' educational access makes scholarship schemes crucial for recovery efforts. UPSC often tests policy responses to contemporary challenges, and the role of scholarships in bridging the learning gap, addressing increased dropout rates, and supporting digital learning infrastructure is highly relevant. Questions may focus on how schemes adapted to pandemic challenges and their effectiveness in ensuring educational continuity.

Merit vs social justice debate in PM-YASASVI and similar schemes

Medium

The introduction of competitive entrance tests within reserved categories through PM-YASASVI represents a paradigm shift in affirmative action design. This balance between merit recognition and social justice objectives aligns with UPSC's preference for analytical questions on policy evolution. The debate over whether competitive selection within disadvantaged communities enhances or undermines social justice goals provides rich material for both Prelims and Mains questions.

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