New Batch Starting Soon . . .   Chandigarh Centre: 8288021344   New Batch Starting Soon . . .   Chandigarh Centre: 8288021344   New Batch Starting Soon . . .   Chandigarh Centre: 8288021344   New Batch Starting Soon . . .   Chandigarh Centre: 8288021344

21 February 2026

SC Steps into Bengal SIR | India Joins US Tech Alliance | Gen Z Shapes Democracy | Bhasha in Multilingual India | Treatise For Federalism | Safet First | Net FDI Negative Again | AI Shifts State-Capital Axis | Medical AI Must Ensure Equity | Classrooms Face AI Challenge

SC STEP INTO BENGAL SIR

 

KEY HIGHLIGHTS

Context of the News

  • The Supreme Court of India intervened in the Special Intensive Revision (SIR) of electoral rolls in West Bengal.
  • The dispute arose between the State government and the Election Commission of India (ECI) over personnel deployment and procedural issues.
  • The Court directed the Chief Justice of the Calcutta High Court to deploy serving/retired District Judges to perform quasi-judicial functions of Electoral Registration Officers (EROs).
  • The intervention was termed “extraordinary” due to a stalemate affecting the timely completion of electoral roll revision.

Key Constitutional & Legal Provisions

  • Article 324 – Superintendence, direction and control of elections vested in ECI.
  • Articles 325–326 – No exclusion from electoral roll on discriminatory grounds; universal adult suffrage.
  • Representation of the People Act, 1950 – Preparation and revision of electoral rolls.
  • Representation of the People Act, 1951 – Conduct of elections.
  • Right to Vote – Statutory right (not a Fundamental Right).
  • Free and Fair Elections – Part of Basic Structure (Indira Nehru Gandhi case, 1975).

Institutional & Governance Dimensions

  • Tension between two constitutional functionaries (State Executive & ECI).
  • Judicial intervention to ensure timely electoral process.
  • Questions regarding:
    • Separation of powers
    • Judicial overreach vs judicial review  
    • Institutional trust deficit
    • Autonomy of constitutional bodies

Importance for Exam

  • Prelims
    • Constitutional Articles related to elections.
    • Difference between statutory and fundamental rights.
    • Role and powers of ECI.
    • Quasi-judicial authorities.
  • GS Paper 2
    • Constitutional bodies: powers, functions and limitations.
    • Government policies & interventions.  Separation of powers.
    • Electoral reforms.
  • GS Paper 4
    • Constitutional morality.  
    • Institutional integrity.
    • Ethical governance.

Critical Analysis

  • Positives
    • Safeguards free and fair elections.
    • Ensures time-bound completion of electoral revision.
    • Strengthens public confidence in electoral processes.
  • Concerns
    • Possible blurring of separation of powers.
    • Judicial officers diverted from regular judicial work.
    • Precedent of judiciary entering administrative space.

Way Forward

  • Strengthen ECI’s independent secretariat.
  • Clear statutory mechanism for dispute resolution in roll revision.
  • Better coordination protocols between ECI and State governments.
  • Greater digitization and verification safeguards.

INDIA JOINS U.S. TECH ALLIANCE

KEY HIGHLIGHTS

Context of the News

  • India joined the Pax Silica group during the AI Impact Summit.
  • The declaration was signed by Union Minister for Electronics and IT and the U.S. Undersecretary of State.
  • Pax Silica includes the United States, Canada, Japan, South Korea, and the European Union.
  • Objective: Build resilient supply chains for electronics, semiconductors, and critical minerals.
  • Background: Growing global concern over excessive dependence on China for rare earth processing and electronics value chains.

Key Points

  • Focus areas:
    • Semiconductor manufacturing  
    • Rare earth elements (REEs)
    • Critical minerals
    • Trusted electronics ecosystem  
  • China accounts for:
    • ~60–70% of global rare earth processing (USGS data).
    • Dominant share in battery-grade lithium refining (IEA estimates).
  • India initiatives linked:
    • India Semiconductor Mission (₹76,000 crore package).
    • Production Linked Incentive (PLI) Scheme for electronics.
    • National Mineral Policy, 2019.  Critical Minerals List (2023).

Static Linkages

  • Union List Entry 41: Trade and commerce with foreign countries.
  • National Mineral Policy, 2019 – Strategic and critical minerals.
  • Atmanirbhar Bharat – Supply chain resilience.
  • Make in India – Electronics manufacturing push.
  • Rare Earth Elements:
    • Used in defence systems, EVs, wind turbines, semiconductors.
    • Found in monazite sands (Kerala, Tamil Nadu, Odisha).

Critical Analysis

  • Significance
    • Reduces “weaponised interdependence”.
    • Enhances India’s semiconductor and electronics ecosystem.
    • Strengthens strategic alignment with democratic economies.
    • Supports supply chain diversification (“friend- shoring”).
  • Concerns
    • India lacks advanced semiconductor fabrication capacity.
    • Environmental risks from mineral extraction.  
    • High capital and technological barriers.
    • Possible geopolitical tensions with China.

Way Forward

  • Accelerate semiconductor fab implementation.
  • Promote rare earth recycling and processing capacity.
  • Increase R&D investment in chip design and materials science.
  • Integrate Pax Silica strategy with Indo-Pacific policy.
  • Ensure sustainable mining practices.

GEN Z SHAPES DEMOCRACY

KEY HIGHLIGHTS

Context of the News

  • Recent regime-challenging youth-led protests in Bangladesh (2024) and Nepal (2025) have drawn global attention.
  • These protests were largely spearheaded by Generation Z (born 1997–2012).
  • Issues mobilised around:
    • Corruption
    • Institutional accountability  
    • Transparency in governance
  • Globally, democracies have been witnessing signs of democratic backsliding (as noted in reports such as Freedom House and V-Dem indices).
  • Compared with earlier mass movements like:
    • Occupy Wall Street (2011)
    • Arab Spring (2010–12)
    • Brazilian Spring (2013)
  • The new protests are:
    • More decentralised  Leaderless
    • Digitally mobilised
    • Episodic but high-impact

Key Points

  • Gen Z protests are:
    • Technology-driven
    • Platform-centric (social media mobilisation)
    • Less ideologically structured  Leaderless and decentralised
  • Characterised by:
    • Radical individualism
    • Reduced prejudice (caste/religion)
    • Strong assertion of personal dignity
    • Episodic mobilisation rather than sustained agitation
  • Reflect:
    • Economic precarity (high youth unemployment — Periodic Labour Force Survey data)
    • Rising mental health concerns (National Mental Health Survey)
    • Frustration with toxic institutional cultures
  • Market and technology act as:
    • Social equalisers  Identity shapers
  • Risk:
    • Digital echo chambers  Hyper-nationalism
    • Fragmented civic engagement

Static Linkages

  •  Democracy: Defined in NCERT as government by consent and participation.
  • Article 19(1)(a) & 19(1)(b) – Freedom of speech and peaceful assembly.
  • Basic Structure Doctrine – Democracy and rule of law are part of basic structure.
  • Directive Principles (Art. 38, 39) – Promote social justice and reduce inequality.
  • 73rd & 74th Amendments – Grassroots democratic participation.
  • Economic Survey – Youth demographic dividend.
  • Second ARC Report on Ethics in Governance – Transparency and accountability.
  • Right to Information Act, 2005 – Institutional accountability mechanism.
  • Digital India Mission – Technology-enabled governance.

Critical Analysis

  • Positive Dimensions
    • Revitalisation of democratic participation.
    • Greater demand for transparency and accountability.
    • Reduced caste/religious prejudice.
    • Digital literacy enhancing information access.
    • Assertion of dignity and rights.
  • Concerns
    • Lack of sustained leadership.
    • Episodic and short-lived mobilisation.
    • Weak structural understanding of systemic inequality.
    • Susceptibility to misinformation.
    • Hyper-nationalistic digital mobilisation.
    • Economic insecurity leading to political volatility.
  • Stakeholders
    • Youth population (India: ~65% below 35 years – Census/Economic Survey).
    • Governments and policymakers.  
    • Civil society organisations.
    • Digital platforms.
    • Judiciary (protector of civil liberties).

Way Forward

  • Strengthen civic education in schools and universities.
  • Promote institutionalised youth participation (e.g., youth councils).
  • Improve employment generation (Skill India, Startup India).
  • Enhance digital literacy to counter misinformation.
  • Strengthen mental health support systems.
  • Encourage structured dialogue platforms between youth and government.
  • Reform political party internal democracy to attract youth leadership.
  • Strengthen local self-governance participation mechanisms.

BHASHA IN MULTILINGUAL INDIA

KEY HIGHLIGHTS
Context of the News
  • 21 February observed as International Mother Language Day by UNESCO.
  • UNESCO’s State of the Education Report for India 2025 (7th Edition) titled “Bhasha Matters: Mother Tongue and Multilingual Education” highlights status and roadmap for MTB-MLE in India.
  • Census 2011:
    • 1,300+ mother tongues reported.
    • 121 languages spoken by more than 10,000 persons.
    • 22 languages in the Eighth Schedule.
  • NCERT (2022): ~44% of children begin schooling in a language different from their home language.
  • National Education Policy (NEP 2020) recommends mother tongue/local language as medium of instruction at least till Grade 5 (preferably Grade 8).

Key Points

  • Global Data (UNESCO):
    • Over 250 million learners lack access to education in a language they fully understand.
  • Educational Implications:
    • Language mismatch → weak foundational literacy & numeracy (FLN).
    • Higher dropout rates and learning poverty.
  • Constitutional Backing:
    • Article 350A – Facilities for instruction in mother tongue at primary stage for linguistic minorities.
    • Articles 29 & 30 – Cultural and educational rights of minorities.
    • Eighth Schedule – 22 recognized languages.
  • Policy Framework:
    • NEP 2020 – Multilingualism as pedagogical principle.
    • National Curriculum Framework (2022, 2023) aligns with multilingual education.
  • Digital Initiatives:
    • DIKSHA
    • BHASHINI
    •  PM eVIDYA
    • AI-based language tools (AI4Bharat etc.)
  • State Example:
    • Odisha’s MLE programme covers 21 tribal languages across 17 districts (~90,000 students).

Static Linkages

  • Fundamental Rights – Articles 14, 21A (Right to Education).
  • Directive Principles – Article 46 (Promotion of educational interests of weaker sections).
  • Three-Language Formula (1968, revised in NEP 2020).
  • Census methodology for linguistic classification. 
  • Foundational Literacy and Numeracy (NIPUN Bharat Mission).
  • Cultural pluralism and unity in diversity (Indian Society).

Critical Analysis

  • Advantages
    • Improves learning outcomes in early grades.  Reduces dropout rates.
    • Protects linguistic diversity and indigenous knowledge.
    • Promotes equity and inclusion.
    • Strengthens national integration through respect for diversity.
  • Challenges
    • Shortage of trained multilingual teachers.
    • Lack of standardized multilingual textbooks.  
    • Political sensitivities around language.
    • Financial constraints in resource-poor states.
    • Balancing global competitiveness (English proficiency) with local language promotion.

Way Forward

  • Formulate clear State-level Language-in- Education Policies.
  • Establish National Mission for MTB-MLE.
  • Strengthen teacher recruitment & multilingual pedagogy training.
  • Invest in AI-driven translation and content creation (BHASHINI).
  • Community participation in preserving tribal/indigenous languages.
TREATISE FOR FEDERALISM
KEY HIGHLIGHTS
Context of the News
  • The Government of Tamil Nadu constituted a High-Level Committee on Union–State relations.
  • Chaired by former Supreme Court Judge Justice Kurian Joseph.
  • The Committee examined:
    • Increasing centralisation of powers.  Weakening of federal democracy.
    • Need for a “structural reset” in Indian federalism.
  • The report draws upon:
    • Constituent Assembly Debates.  Reports of:
    • Sarkaria Commission
    • Punchhi Commission
    • Rajamannar Committee
  • It critiques recent governance trends that allegedly reduce the autonomy of States.

Key Constitutional and Governance Issues

  1. Tilt Towards Centralisation in the Constitution
  • Article 1: India described as “Union of States”.
  • Residuary powers vested in Union (Article 248).
  • Article 3: Parliament can alter State boundaries.
  • Strong emergency provisions (Part XVIII).  Many constitutional amendments do not require State ratification (Article 368).
  1. Reorganisation of States
  • 2019 reorganisation of Jammu and Kashmir into two Union Territories.
  • Raised questions about:
    • Extent of Parliament’s power under Article 3.
    • Consent vs consultation of State Legislature.
  1. Fiscal Federalism Concerns
  • 101st Constitutional Amendment introduced GST.
  • Created GST Council (Article 279A).
  • Implementation of Goods and Services Tax:  
    • Subsumed several State taxes.
    • Increased indirect tax harmonisation.  
    • Vertical fiscal imbalance persists (Finance Commission reports).
  • GST compensation issue during COVID period highlighted dependency concerns.
  1. Role of Governor
  • Article 163 & 200:
    • Discretionary powers.
    • Power to reserve Bills for President.
  • Allegations of:
    • Delay in assent to State Bills.
    • Political interference in State governance.
  1. Delimitation Debate
  • Freeze on delimitation extended till 2026 (84th Constitutional Amendment).
  • Post-2026 delimitation may:
  • Alter Lok Sabha seat distribution.
  • Impact States that achieved population control.
  1. Sectoral Centralisation
  • 42nd Constitutional Amendment shifted education to Concurrent List.
  • Expansion of Centrally Sponsored Schemes in:  
    • Health 
    • Education
    • Social welfare sectors

Static Constitutional Linkages

  •  Article 246 – Distribution of legislative powers.  Seventh Schedule – Union, State & Concurrent Lists.
  • Article 249 – Parliament’s power in national interest.
  • Article 356 – President’s Rule.
  • Article 263 – Inter-State Council.
  • Article 280 – Finance Commission.
  • Basic Structure Doctrine – Federalism recognised in Kesavananda Bharati (1973).
  • S.R. Bommai (1994) – Judicial limits on Article 356 misuse.

Analytical Dimensions for Mains

  • Why India Adopted a Strong Centre
    • Partition and national integration.  
    • Integration of princely States.
    • Security and territorial integrity concerns.
    • Centralised economic planning model post- independence.
  • Concerns About Excessive Centralisation  
    • Reduced fiscal autonomy of States.
    • Weakening of cooperative federalism.  Political misuse of Governor’s office.
    • Demographic imbalance in representation.
    • Overuse of Concurrent List for Union expansion.
  • Arguments Supporting Centralisation  
    • National market integration (GST).  Uniform regulatory standards.
    • Coordinated disaster response (e.g., pandemic).
    • National security imperatives.
  • Governance & Constitutional Implications  Balance between:
    • Cooperative federalism.  Competitive federalism.
    • Need to:
      • Strengthen Inter-State Council.
      •  Reform GST Council voting dynamics.
      • Clarify Governor’s discretionary powers.
      • Ensure equitable delimitation formula.
  • Judicial oversight remains critical to preserving federal balance.
SAFETY FIRST

 

KEY HIGHLIGHTS

Context of the News

  • Ethnic violence between Meitei and Kuki-Zo communities erupted on 3 May 2023 in Manipur.
  • Over 250 deaths and approximately 60,000 internally displaced persons (IDPs) reported (as per official and government data cited in Parliament).
  • Prolonged instability led to imposition of President’s Rule under Article 356.
  • New State government formed in February 2026 with attempt at ethnic representation:
    • Meitei Chief Minister
    • Deputy CMs from Kuki-Zo and Naga communities
  • Buffer zones continue between valley and hill districts for security management.
  • Emerging tensions also reported between Kuki- Zo and Naga communities, widening conflict dynamics.

Key Exam-Relevant Points

  • Trigger of Conflict (2023):
    • Demand for Scheduled Tribe (ST) status for Meiteis following High Court direction to consider the matter.
  • Demographic-Geographic Divide:
    • Valley (~10% area) houses majority population.
    • Hills (~90% area) largely inhabited by Scheduled Tribes.
  • Legal-Administrative Framework:
    • Hill Areas Committee under Article 371C.
    • Separate land protection laws restricting transfer of tribal land to non-tribals.
  • Security Measures:
    • Deployment of Central Armed Police Forces (CAPFs).
    • Establishment of inter-community buffer zones.
  • Governance Issues:
    • Trust deficit in state machinery.
    • Internally displaced population rehabilitation challenge.
    • Centre–State coordination in internal disturbance situations.

Static Constitutional & Governance Linkages

  • Article 355 – Duty of Union to protect States against external aggression and internal disturbance.
  • Article 356 – President’s Rule.
  • Article 371C – Special provisions for Manipur (Hill Areas Committee).
  • Fifth Schedule – Protection of tribal interests in Scheduled Areas.
  • Article 338A – National Commission for Scheduled Tribes.
  • Sarkaria & Punchhi Commission – Safeguards against misuse of Article 356.
  • Basic Structure Doctrine – Federalism as part of basic structure (S.R. Bommai case).

Critical Analysis

  • Constitutional Dimension
    • Article 356 justified only in case of breakdown of constitutional machinery.
    • Judicial scrutiny mandated (S.R. Bommai judgment).
  • Federal Concerns
    • Frequent central intervention may weaken cooperative federalism.
    • Need for balancing national security and state autonomy.
    • Tribal Safeguards vs Inclusion Debate
    • Grant of ST status to Meiteis may dilute existing tribal protections.
    • Hill communities fear land and political marginalisation.
  • Internal Security
    • Ethnic segregation deepens fault lines.
    • Emergence of multi-community tensions complicates peace process.
  • Governance Deficit
    • Prolonged displacement affects education, livelihood, and human development.
    • Institutional trust erosion impacts long-term stability.

Way Forward

  • Independent reconciliation commission with tribal representation.
  • Time-bound rehabilitation of displaced persons (housing, livelihood, schooling).
  • Transparent review mechanism for ST status demands.
  • Strengthening Hill Areas Committee functioning under Article 371C.
  • Confidence-building measures and phased removal of buffer zones.
  • Community-led peace dialogues with civil society participation.
  • Enhanced Centre–State coordination under Article 355 framework

NET FDI NEGATIVE AGAIN

KEY HIGHLIGHTS

Context of the News

  •  According to the Reserve Bank of India (RBI), India’s Net Foreign Direct Investment (FDI) stood at –$1.6 billion in December 2025.
  • This marks the fourth consecutive month of negative net FDI.
  • Although gross inward FDI remained strong at $8.6 billion, total outflows (repatriation + outward FDI) exceeded inflows.
  • Investor sentiment was impacted earlier due to trade uncertainties.
  • Following India–US Interim Agreement and India–EU FTA announcements, Foreign Portfolio Investments (FPI) witnessed improvement.

Key Facts

  • Net FDI (Dec 2025): –$1.6 billion
  • Gross Inward FDI: $8.6 billion (17.2% higher YoY)
  • Repatriation/Disinvestment: ~$7.5 billion  
  • Outward FDI by Indian firms: $2.7 billion Major Source Countries (Inward FDI)
    • Singapore
    • Netherlands  Mauritius
  • Major Recipient Sectors
    • Transport
    • Manufacturing
    • Computer services  Electricity & energy

Static Linkages

  • Balance of Payments (BoP)
    • Current Account
    • Trade in goods and services  Remittances
    • Primary income (includes profit repatriation)
    • Capital Account
      • FDI  
      • FPI
      • External Commercial Borrowings (ECBs)  
      • NRI deposits

Outward FDI → Capital Account Repatriation of profits → Current Account

Regulatory Framework

  • Governed under FEMA, 1999
  • FDI policy framed by DPIIT (Ministry of Commerce & Industry)
  • RBI monitors capital flows and external stability.

Why This is Important for Exam?

  • Tests conceptual clarity on:
    • Net vs Gross FDI
    • BoP accounting
    • Capital vs Current account entries  
  • Relevant for GS 3 answers on:
    • External sector stability  
    • Investment climate
    • Impact of trade agreements
  • Important for Prelims elimination techniques.

Critical Analysis

  • Positive Indicators
    • Gross inflows remain strong.
    • Manufacturing & infrastructure sectors attracting capital.
    • Indian firms expanding globally (maturing economy).
    • Trade agreements improving investor confidence.
  • Concerns
    •  Persistent negative net FDI may:
    • Increase external vulnerability.   Put pressure on exchange rate.
    • High repatriation suggests profit booking or uncertainty.
    • Concentration of inflows from few countries.

Way Forward

  • Provide tax certainty and policy stability.
  • Strengthen dispute resolution mechanisms.  
  • Encourage reinvestment of earnings.
  • Diversify FDI sources.
  • Accelerate manufacturing reforms.
  • Maintain macroeconomic stability (inflation control, fiscal prudence).

AI SHIFTS STATE -CAPITAL AXIS

KEY HIGHLIGHTS

Context of the News

  • Global backlash against globalisation amid:
    • Rising protectionism and populism.
    • US–China tech rivalry (AI, semiconductors).
    • AI-driven capitalism altering state–market relations.
  • India advancing:
    • Semiconductor Mission  
    • IndiaAI Mission
    • PLI schemes
    • Digital Public Infrastructure (DPI).

Key Points

  1. Two Explanations for Backlash
    • Distributional Conflict
    • Job losses, wage stagnation, inequality.  
    • Weak welfare response.
  • Structural Shift (AI-led Capitalism)
    • AI is capital-intensive and infrastructure- heavy.
    • Firms rely on chips, data centres, energy.  Growing state–big tech alignment.
    • Rise of techno-nationalism.
  1. AI and State–Capital Realignment
  • Territorial embedding: Data centres, chip fabs are location-bound → weaker capital mobility.
  • Industrial policy revival: US CHIPS Act, EU subsidies.
  • Security focus: Control over semiconductors, rare earths, cloud.
  • Surveillance risks: Convergence of governance and commercial data systems.

Static Linkages

  • Article 39(b), 39(c) – Prevent concentration of wealth.
  • Competition Act, 2002 – Anti-monopoly framework.
  • 1991 reforms – Capital mobility.
  • National security exception under WTO.
  • Data governance (B.N. Srikrishna Committee).  
  • 2nd ARC – e-Governance and accountability.  
  • Economic Survey – Digital Public Infrastructure.

Critical Analysis

  • Positives
    • Strategic autonomy.
    • Stronger domestic tech base.  
    • Resilient supply chains.
    • High-skill employment.
  • Concerns
    • Big tech monopolies. 
    • Privacy erosion.
    • Techno-authoritarianism risk. 
    •  Rising inequality.
    • Reduced democratic oversight.
  • India: Opportunities & Gaps
    • Leverage DPI (Aadhaar, UPI).  
    • Build chip ecosystem.
    • R&D low (~0.7% of GDP).
    • Skill and infrastructure gaps.

Way Forward

  • Increase R&D to ~2% GDP.
  • Strong competition enforcement.
  • Effective data protection.
  • AI skilling push
  • Ethical AI framework.
  • Balance innovation & rights.  Multilateral AI cooperation.
MEDICAL AI MUST ENSURE EQUITY

 

KEY HIGHLIGHTS

Context of the News

  • Government of India has released a National Strategy for the use of Advanced Computational Systems (including AI) in Healthcare.
  • The strategy treats digital and computational systems as part of health system architecture, not merely as clinical tools.
  • It builds upon:
    • Ayushman Bharat Digital Mission (ABDM)  National Health Authority
    • AI governance frameworks of NITI Aayog  Emphasis on interoperability, consent-based data exchange, equity safeguards, and continuous oversight.

Key Features

  • Interoperable Digital Health Records under ABDM framework.
  • Consent-based data sharing aligned with Digital Personal Data Protection Act, 2023.
  • Risk-based regulatory approach (continuous monitoring, not one-time approval).
  • Equity and representativeness safeguards to prevent algorithmic bias.
  • Institutional oversight mechanisms within health facilities.
  • Public procurement as regulatory lever for standardization and scaling.
  • Integration of digital literacy in medical education.

Static Linkages

  • Article 21 – Right to Life (includes right to health as per judicial interpretation).
  • Article 47 – Duty of State to improve public health.
  • Seventh Schedule:
    • Entry 6, State List – Public Health.
    • Entry 31, Union List – Communication (relevant for digital infrastructure).
  • Digital Personal Data Protection Act, 2023 – Consent-based data processing.
  • WHO Ethics & Governance of AI for Health (2021) – Transparency, accountability, inclusiveness.
  • Economic Survey: Digital Public Infrastructure (DPI) as growth enabler.

Critical Issues

  • Advantages
    • Prevents regulatory vacuum.
    • Promotes standardisation and interoperability.
    • Addresses algorithmic bias.
    • Aligns with Universal Health Coverage goals.
  • Challenges
    • Data fragmentation at primary healthcare level.
    • Capacity gaps in States.  Risk of privacy breaches.
    • Urban-rural digital divide.
    • Need for inter-governmental coordination.

Way Forward

  • Strengthen digital health regulatory oversight.
  • Periodic algorithmic audits for bias and accuracy.
  • Investment in primary-level data quality.
  • Federal coordination mechanisms.
  • Strengthen cybersecurity frameworks.
  • Ensure inclusion of vulnerable communities in datasets.

CLASSROOMS FACE AI CHALLENGES

KEY HIGHLIGHTS

Context of the News

  • At the AI Impact Summit, India reiterated its ambition to emerge as a global AI leader.
  • Meanwhile, India’s education system is witnessing:
    • ~2 crore enrolment in Class I (2024–25).
    • 4.33 crore students in higher education (AISHE 2021–22).
    • 26.5% rise in higher education enrolment since 2014–15.
  • A large proportion of entrants are first- generation learners.
  • However, pedagogy remains largely examination-oriented and rote-based.
  • The issue: Whether India’s education system is prepared for AI-driven transformation.

Key Data & Facts

  • GER in Higher Education (AISHE 2021–22): 28.4%.
  • Female GER higher than male GER (AISHE).  NEP 2020 recommends:
  • 6% of GDP on education.
    • Multidisciplinary higher education.
    • Holistic, competency-based learning.
  • Education in Concurrent List (42nd Constitutional Amendment Act, 1976).
  • Article 21A: Right to Education (6–14 years).
  • SDG 4: Inclusive and equitable quality education.
  • IndiaAI Mission: Strengthening AI ecosystem.

Static Linkages

  • Human Capital Theory: Education enhances productivity and economic growth.
  • Demographic Dividend: Requires skill development.
  • 2nd ARC: Institutional autonomy and ethical governance.
  • Foundational literacy and numeracy (FLN) as base for higher-order skills.
  • Digital divide impacts inclusive growth.

Critical Analysis

  • Positives
    • Expansion of access to higher education.  
    • Increased female participation.
    • Digital initiatives (DIKSHA, PM eVIDYA).  
    • Policy push via NEP 2020.
  • Challenges
    • Poor learning outcomes (ASER findings).  
    • Public expenditure below 6% GDP target.
    • Faculty shortages and low research output.
    • Rigid assessment system focused on rote learning.
    • Digital inequality.
    • AI may widen skill inequality.

Way Forward

  • Increase public expenditure to 6% GDP.
  • Shift from rote learning to competency-based assessment.
  • Strengthen foundational literacy (NIPUN Bharat).
  • Enhance university autonomy and research funding.
  • Integrate AI literacy in school curriculum.
  • Promote public-private collaboration in skill training.
  • Ensure ethical AI framework aligned with constitutional values.