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NCERT = KING MAKER

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NCERT DIRECT HIT CAPF 2018 THEMES 3 NCERT = KING MAKER

NCERT DIRECT HIT

NCERT DIRECT HIT NCERT = KING MAKER

NCERT DIRECT HIT

#Prelims #history C Rajahopalachari

#GS2 IR INDIA-ISRAEL

#GS2 IR INDIA-ISRAEL

Funding & Policy Gaps: —> Union Budget 2026 allocated ₹1,000 crore for the IndiaAI Mission, which appears inadequate for building sovereign AI capabilities. Global Comparison: —> China’s massive AI investment (USD 98 billion in 2025, with USD 56 billion government spending) far exceeds India’s allocation. —> US tech giants — Amazon, Google, Microsoft, Meta, and Oracle — are projected to invest USD 700 billion collectively in 2026. —> The global AI race is driven by sustained, high-scale capital investment and state backing. Infrastructure & Talent Deficit: India lacks: —> Large-scale GPU clusters. —> Adequate R&D funding. —> World-class computational infrastructure. —> The education system produces service-sector talent rather than frontier AI researchers. —> Shortage lies not in AI engineers but in “AI Ops” expertise — deployment, optimisation, and monitoring of complex AI systems. Global Rankings & Reality Check: —> The WEF ranks India eighth in AI investment, far behind the top three.