Editorials/Opinions Analysis For UPSC 19 February 2026

Editorial Analysis – 19 February 2026 | Legacy IAS
19 February 2026
Legacy IAS Academy

Editorial & Opinion
Analysis

In-depth UPSC analysis of today’s most important newspaper editorials — with mindmaps, flowcharts, MCQs, and Mains questions.

🏙️ Article 1: Chandigarh at 75 – Urban Planning, Modernism & Democratic Deficit
🤖 Article 2: AI for People – Technology for Social Good
GS 1 GS 2 GS 3 Prelims 2026 Mains 2026 Current Affairs
01
GS 1 – Society & Urbanisation GS 2 – Polity & Governance Urban Planning

Chandigarh at 75 –
Urban Planning, Modernism & Democratic Deficit

Globally admired for its modernist grid, Chandigarh at 75 masks deep social exclusions, governance rigidity, and ecological strain — a paradox of post-independence urban ambition.

1950s
Founded as India’s first post-independence planned city
2016
Capitol Complex inscribed as UNESCO World Heritage Site
75
Years of Chandigarh’s existence — triggering governance review
Art. 239
Constitutional basis as a Union Territory with central administration
2
States served as joint capital — Punjab & Haryana
74th
Constitutional Amendment mandating ULB empowerment (1992)
🗺️ Mindmap — Chandigarh at 75: Key Themes
CHANDIGARH AT 75
Urban Planning & Democratic Deficit
🏛️ Constitutional
Article 239 – UT
74th Amend. – ULBs
Limited devolution
🏗️ Urban Design
Le Corbusier Grid
Sector-based zoning
Capitol Complex
⚖️ Governance
Dual control system
UT Admin + MC
Institutional lag
🌿 Environment
Sukhna Lake
Urban heat island
Green belt pressures
🧑‍🤝‍🧑 Social
Elite core vs periphery
Informal labour exclusion
Rock Garden (Nek Chand)
💰 Economy
Govt-dependent economy
High land prices
Mohali/Panchkula spillover

📌 A. Issue in Brief

At 75 years, Chandigarh reflects a paradox: globally admired for modernist urban planning, yet increasingly criticised for social exclusion, ecological strain, and governance rigidity. Conceived as a symbol of post-independence Nehruvian modernity, the city embodies order and architectural excellence but masks structural inequalities and functional stagnation.

🏆 The Capitol Complex of Chandigarh was inscribed as a UNESCO World Heritage Site in 2016 under the transnational serial nomination “The Architectural Work of Le Corbusier”, recognising its global architectural significance.

The central argument is that Chandigarh’s decay is not accidental but stems from a modernist, elite-driven planning paradigm insulated from democratic correction.

⚖️ B. Constitutional & Legal Dimensions

As a Union Territory under Article 239, Chandigarh is administered by the Centre through an appointed Administrator — limiting full-fledged democratic autonomy and local accountability.

Urban planning intersects with the 74th Constitutional Amendment (1992), which mandates decentralisation and empowerment of Urban Local Bodies (ULBs). Chandigarh’s dual control system — UT administration plus municipal corporation — creates institutional fragmentation, slowing decision-making and weakening democratic oversight.

📊 Flowchart — Chandigarh’s Governance Problem
Chandigarh designated as Union Territory (Article 239)
Who governs? → Dual System: UT Administration + Municipal Corporation
↓ ↓
Centre-appointed Administrator controls major decisions
Municipal Corporation handles local civic functions
Institutional fragmentation → Slow decision-making → Weak accountability
74th Amendment spirit undermined → No real ULB empowerment
Outcome: Planning rigidity, Social exclusion, Democratic Deficit

💰 C. Economic Dimensions

Chandigarh’s economy remains heavily dependent on government employment and services, limiting diversified industrial or innovation-driven growth. High land values and controlled development norms restrict affordable housing supply, increasing socio-spatial inequality. Peripheral urban spillovers toward Mohali and Panchkula demonstrate regional economic integration, yet planning coordination remains weak.

🧑‍🤝‍🧑 D. Social & Ethical Dimensions

Chandigarh’s modernist design emphasised order and uniformity, yet insufficiently accounted for social heterogeneity and class realities. Informal labour and service providers remain spatially marginalised, reinforcing invisible hierarchies within a planned urban form.

🗿 The Rock Garden, created by Nek Chand from waste materials, symbolises citizen-driven creativity challenging rigid state planning frameworks — a grassroots counter-narrative to high modernism.

An ethical tension exists between preserving heritage aesthetics and ensuring inclusive urban transformation.

🌿 E. Environmental Dimensions

Designed with green belts and open spaces, Chandigarh was envisioned as a low-density, pollution-free city — with assets like Sukhna Lake. However, low-density planning increases urban sprawl, transport dependence, and ecological pressure on surrounding regions. Rising temperatures and urban heat island effects necessitate adaptive, climate-sensitive planning reforms.

🌐 F. Comparative Urban Lens

City Designed By Key Issue Lesson for India
Chandigarh Le Corbusier Governance rigidity, democratic deficit Devolve power to ULBs
Brasília Lúcio Costa & Niemeyer Social segregation, peripheralisation Integrate informal settlements
Canberra Walter Griffin Administrative centralisation, low density Enable organic growth zones

⚠️ G. Key Challenges

🗳️
Democratic Deficit

Limited devolution of powers under UT framework; no directly elected government with full executive authority.

🏠
Housing Shortage

Peripheral informalisation and exclusionary housing design leave informal workers without affordable options within city limits.

🏛️
Heritage vs. Modernity

UNESCO heritage status creates conflict between preservation mandates and the need for adaptive urban transformation.

♻️
Environmental Stress

Rising urbanisation pressures on Sukhna Lake, green belts, and surrounding ecology amid climate change.

🚀 H. Way Forward

01
Strengthen Democratic AccountabilityEnhanced devolution under the spirit of the 74th Constitutional Amendment; empower elected ULBs with genuine fiscal and planning authority.
02
Adopt Adaptive Planning FrameworksPermit mixed land use, densification, and affordable housing integration to reduce rigid zoning constraints.
03
Green Space as Climate InfrastructureIntegrate green areas into climate resilience strategies including heat mitigation and water conservation systems.
04
Institutionalise Citizen ParticipationEstablish platforms for urban policy reform inputs from residents, especially marginalised communities.
05
Balance Heritage with InclusionEnsure Chandigarh evolves as a living city rather than a static museum — heritage conservation must enable, not freeze, urban development.
⭐ Prelims Pointers — Quick Revision
  • Chandigarh was planned by Swiss-French architect Le Corbusier in the early 1950s.
  • It functions as a Union Territory and joint capital of both Punjab and Haryana.
  • The Capitol Complex (High Court, Secretariat, Legislative Assembly) is a UNESCO World Heritage Site since 2016.
  • The Rock Garden was built by artist-official Nek Chand Saini using industrial and urban waste.
  • Sukhna Lake is a man-made reservoir in Chandigarh, famous for its ecological value.
  • Article 239 governs Union Territories; the 74th Amendment (1992) mandates ULB empowerment.
  • Chandigarh is an example of High Modernism in urban planning — a concept associated with top-down, aesthetic-priority design.
UPSC Prelims Standard

Practice MCQs — Chandigarh & Urban Planning

Question 01
Which of the following statements about Chandigarh is/are correct?
1. It was designed by the French-Swiss architect Le Corbusier.
2. The Capitol Complex was inscribed as UNESCO World Heritage Site in 2016.
3. It is an autonomous state with its own elected government.
Select the correct answer using the codes below:
  • (a) 1 and 2 only
  • ✔ (b) 1 and 2 only — CORRECT
  • (c) 2 and 3 only
  • (d) 1, 2 and 3
Answer: (a/b) — 1 and 2 only. Chandigarh is a Union Territory (not an autonomous state) administered by the Centre under Article 239. Le Corbusier designed it in the early 1950s, and the Capitol Complex received UNESCO recognition in 2016.
Question 02
The 74th Constitutional Amendment (1992) is primarily related to:
  • (a) Reorganisation of Union Territories
  • (b) Empowerment of Panchayati Raj Institutions
  • ✔ (c) Strengthening Urban Local Bodies (Municipalities)
  • (d) Protection of Heritage Cities
Answer: (c). The 74th Constitutional Amendment added Part IX-A and the 12th Schedule to the Constitution, providing for the establishment, composition, powers, and responsibilities of Urban Local Bodies (municipalities) and mandating elections to them.
Question 03
The Rock Garden of Chandigarh is notable because:
  • (a) It was designed by Le Corbusier as part of the original city plan
  • (b) It is a UNESCO-listed natural heritage site
  • ✔ (c) It was built by Nek Chand using industrial waste and symbolises citizen-driven urban creativity
  • (d) It is the official botanical garden maintained by the UT Administration
Answer: (c). The Rock Garden was created secretly by government official Nek Chand Saini from waste and discarded items. It represents grassroots creativity outside the formal planning framework and is now one of India’s most visited sites.
Question 04
Which Constitutional article governs the administration of Union Territories in India?
  • (a) Article 238
  • ✔ (b) Article 239
  • (c) Article 243
  • (d) Article 246
Answer: (b) Article 239. Article 239 provides that every Union Territory shall be administered by the President acting through an appointed Administrator. Chandigarh thus has a Lieutenant Governor/Administrator instead of an elected Chief Minister.
Question 05
The concept of “High Modernism” in urban planning is best characterised by:
  • (a) Community-driven, participatory urban design processes
  • (b) Low-rise, ecologically sensitive development models
  • ✔ (c) Top-down, geometric, aesthetics-priority master planning that prioritises order over organic growth
  • (d) Market-led, private-sector urban development
Answer: (c). High Modernism refers to a style of urban planning (associated with Le Corbusier, among others) that prioritises rational, geometric master plans, often ignoring social complexity and organic growth. Chandigarh and Brasília are classic examples.
Mains Practice Question — GS 1 / GS 2
“Chandigarh represents both the promise and limitations of high modernist urban planning in India.” Critically examine in the context of democratic governance and inclusive urban development.
📝 Word Limit: 250 Words | Approach: Balanced critique — appreciate modernist vision, then flag democratic deficit, social exclusion, and suggest reforms via 74th Amendment spirit.
02
GS 1 – Society & Social Justice GS 3 – Science & Technology AI Governance

AI for People –
Applying Technology for Social Good

As India hosts the AI Impact Summit, the policy question shifts from disruption to governance — ensuring artificial intelligence advances social justice, decent work, and inclusive growth.

#1
India has world’s largest share of ChatGPT mobile monthly active users
3M+
New technology jobs AI could generate in India by 2030 (estimate)
10M+
Existing roles in India to be reshaped by AI by 2030
1 in 4
Workers globally exposed to generative AI — ILO estimate
315M+
Informal workers registered on e-Shram portal
64.3%
Social protection coverage in India (2025), up from 19% in 2015
🗺️ Mindmap — AI for Social Good: Key Dimensions
AI FOR PEOPLE
Technology & Social Justice
⚖️ Constitutional
Article 21 – Dignity
Articles 38 & 39 – Equality
DPDP Act 2023
🌐 Global Context
ILO – 1 in 4 exposed
Low vs high-income gap
Social dialogue need
🇮🇳 India Policy
India AI Mission
Budget 2026–27 Committee
e-Shram portal
💼 Employment
Task reconfiguration
Skilling need
Demographic dividend
🤖 Ethics & Risk
Algorithmic bias
Transparency
Digital divide
🏦 Investment
Microsoft $17.5B
NCS Portal AI
Anusandhan Fund

📌 A. Issue in Brief

As India hosts the AI Impact Summit in New Delhi, coinciding with the World Day of Social Justice (February 20), the focus shifts from AI disruption to human-centred AI governance. India has the world’s largest share of monthly active users of the ChatGPT mobile application, reflecting rapid digital adoption and mass AI exposure.

💡 By 2030, AI could generate over 3 million new technology jobs in India while reshaping more than 10 million existing roles, signalling structural labour transformation. The central policy question is not job replacement but ensuring AI advances social justice, decent work, and inclusive growth.

🌐 B. Global Labour & Governance Context

According to the International Labour Organization (ILO), around one in four workers globally is employed in occupations exposed to generative AI — with transformation outweighing total displacement.

Category AI Exposure Rate Key Risk
High-income economies ~33% (one-third) Task displacement in white-collar roles
Low-income economies ~11.5% Limited access to AI productivity gains
India (middle path) Rapidly rising Skill mismatch; governance gap

AI discourse is polarised between productivity optimism and job-loss pessimism, yet outcomes depend primarily on governance, institutions, and social dialogue.

⚖️ C. Constitutional & Legal Dimensions

📜
Article 21

Right to Life & Dignity — AI governance must safeguard employment security and workplace fairness.

⚖️
Articles 38 & 39

Mandate reduction of inequalities and equitable distribution of resources — guides AI toward shared prosperity.

🏫
Article 41 (DPSP)

Right to Work, Education & Public Assistance — State responsibility in managing technological transitions.

🔒
DPDP Act 2023

Digital Personal Data Protection Act ensures responsible AI data governance and user consent frameworks.

🇮🇳 D. India’s Policy & Institutional Response

India’s AI Mission, National Quantum Mission, Anusandhan National Research Fund, and Research, Development and Innovation Fund reflect proactive technological preparedness.

📋 The Union Budget 2026–27 announced a High-Powered ‘Education to Employment and Enterprise’ Standing Committee to assess AI’s employment and skilling impacts — recommending embedding AI education from school level onwards and enabling AI-driven job matching systems.

This institutional approach positions India as a potential Global South model for balancing innovation with labour inclusion.

📊 Flowchart — AI Governance for Social Justice in India
AI Adoption Surge in India (World’s largest ChatGPT mobile user base)
Policy Challenge: Job disruption OR Job transformation?
Risk Path: No governance → Algorithmic bias, inequality, surveillance
Reform Path: Human-centred AI governance + Social dialogue
↓ (Reform Path)
India AI Mission + Budget Standing Committee
e-Shram AI integration (315M workers)
Universal skilling (school to higher education)
Outcome: Inclusive Growth + Demographic Dividend + Social Justice

🛡️ E. Technology for Social Protection — e-Shram Case

315M+
Informal workers registered on e-Shram portal
19% → 64.3%
Social protection coverage growth (2015 to 2025)
$17.5B
Microsoft AI diffusion commitment for India

AI-enabled platforms can improve job matching, skills mapping, grievance systems, and social protection targeting for informal workers — making the e-Shram and National Career Service (NCS) portal far more responsive and effective.

⚠️ F. Challenges & Risks

📡
Digital Divide

Unequal AI access across regions risks widening structural inequalities, particularly in rural areas.

🎓
Skill Mismatch

Technological unemployment pockets among low-skilled workers if skilling infrastructure fails to keep pace.

🔍
Governance Lag

Regulatory vacuums enabling exploitative surveillance or algorithmic discrimination against marginalised groups.

🏢
Market Concentration

AI capabilities concentrated among large firms risks monopolisation and reduced competition, limiting innovation diffusion.

🚀 G. Way Forward

01
Human-Centred AI GovernanceInstitutionalise frameworks grounded in ILO labour standards and social justice principles across all AI deployments.
02
Universal Skilling ArchitectureExpand programmes integrating AI competencies across school, vocational, and higher education systems.
03
Global South AI CoalitionStrengthen global cooperation through the Global Coalition for Social Justice to harmonise inclusive AI norms.
04
Secure Social Protection IntegrationAI in e-Shram and NCS must prioritise data security, consent, and accountability safeguards per DPDP Act 2023.
05
Tripartite Social DialogueGovernment, employers, and workers must together align technological ambition with equitable employment outcomes.
⭐ Prelims Pointers — Quick Revision
  • AI Impact Summit hosted by India in New Delhi; aligned with World Day of Social Justice (February 20).
  • ILO estimate: one in four workers globally is employed in occupations exposed to generative AI.
  • e-Shram portal: 315+ million informal workers registered; launched by Ministry of Labour & Employment.
  • Social protection coverage increased from 19% (2015) to 64.3% (2025).
  • Microsoft AI diffusion commitment: $17.5 billion for India.
  • India AI Mission — Government initiative for sovereign AI infrastructure and capacity building.
  • Digital Personal Data Protection Act, 2023 — India’s framework for responsible data governance.
  • Low-income economies: only 11.5% employment exposed to generative AI (vs ~33% in high-income economies).
UPSC Prelims Standard

Practice MCQs — AI, Technology & Social Good

Question 01
Consider the following statements regarding India’s e-Shram portal:
1. It has registered over 315 million informal workers as of 2025.
2. It is managed by the Ministry of Electronics & Information Technology.
3. Social protection coverage in India rose from 19% in 2015 to over 64% by 2025.
Which of the above statements is/are correct?
  • (a) 1 only
  • (b) 2 and 3 only
  • ✔ (c) 1 and 3 only
  • (d) 1, 2 and 3
Answer: (c) — 1 and 3 only. e-Shram is managed by the Ministry of Labour & Employment (not MeitY), so Statement 2 is incorrect. Statements 1 and 3 are accurate based on the editorial data points.
Question 02
The World Day of Social Justice is observed on:
  • (a) February 10
  • (b) February 14
  • ✔ (c) February 20
  • (d) March 8
Answer: (c) February 20. The United Nations designated February 20 as World Day of Social Justice in 2007. The AI Impact Summit 2026 in New Delhi was aligned with this date to emphasise human-centred AI governance.
Question 03
Which of the following Constitutional provisions most directly mandates the State to ensure equitable distribution of material resources and reduce concentration of wealth?
  • (a) Article 21 and Article 32
  • ✔ (b) Articles 38 and 39
  • (c) Articles 41 and 43
  • (d) Articles 46 and 47
Answer: (b) Articles 38 and 39. Article 38 mandates promotion of welfare and reduction of inequalities; Article 39 directs distribution of ownership and control of material resources for common good. These form the constitutional basis for socially just AI governance.
Question 04
According to the International Labour Organization (ILO), the proportion of workers in low-income countries exposed to generative AI is approximately:
  • (a) 33%
  • (b) 25%
  • (c) 18%
  • ✔ (d) 11.5%
Answer: (d) 11.5%. The ILO report highlights a stark global disparity: only 11.5% of employment in low-income countries is exposed to generative AI, compared with roughly one-third in high-income economies, reflecting structural access inequalities.
Question 05
India’s Digital Personal Data Protection Act was enacted in:
  • (a) 2020
  • (b) 2022
  • ✔ (c) 2023
  • (d) 2024
Answer: (c) 2023. The Digital Personal Data Protection (DPDP) Act, 2023 was enacted by Parliament in August 2023. It establishes India’s framework for processing digital personal data, consent requirements, and data fiduciary obligations — critical for responsible AI deployment.
Mains Practice Question — GS 3
“Technology alone does not determine labour market outcomes; governance does.” Discuss in the context of Artificial Intelligence and social justice in India, highlighting institutional and policy responses.
📝 Word Limit: 250 Words | Approach: Acknowledge AI’s dual potential → ILO data → India’s policy ecosystem (AI Mission, e-Shram, Budget Committee) → Constitutional anchoring → Way forward with tripartite dialogue and skilling.
Legacy IAS Academy Editorial & Opinion Analysis — 19 February 2026  |  For UPSC CSE Preparation

Topics Covered: Chandigarh at 75 · AI for Social Good · GS 1 · GS 2 · GS 3 · Prelims MCQs · Mains Questions

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  1. Chandigarh at 75 – Urban Planning, Modernism & Democratic Deficit
  2. AI for people, applying technology for social good


A. Issue in Brief

  • At 75 years, Chandigarh reflects a paradox: globally admired for modernist urban planning, yet increasingly criticised for social exclusion, ecological strain, and governance rigidity.
  • Conceived as a symbol of post-independence Nehruvian modernity, the city embodies order and architectural excellence but masks structural inequalities and functional stagnation.
  • The Capitol Complex of Chandigarh was inscribed as a UNESCO World Heritage Site (2016) under the transnational serial nomination The Architectural Work of Le Corbusier, recognising its global architectural significance.
  • The article argues that Chandigarh’s decay is not accidental but stems from a modernist, elite-driven planning paradigm insulated from democratic correction.

Relevance

GS 1 (Society & Urbanisation):

  • Post-independence modernist urban experiment.
  • Socio-spatial segregation (elite core vs peripheral labour).
  • Urbanisation, migration, informalisation trends.

GS 2 (Polity & Governance):

  • Union Territory under Article 239 limited democratic autonomy.
  • 74th Constitutional Amendment spirit vs weak devolution.
  • Dual governance (UT Administration + Municipal Corporation).

B. Constitutional / Legal Dimensions

  • As a Union Territory, Chandigarh operates under Article 239, administered by the Centre through an appointed Administrator, limiting full-fledged democratic autonomy.
  • Absence of a fully empowered municipal governance structure constrains local accountability, participatory planning, and responsive urban management.
  • Urban planning intersects with 74th Constitutional Amendment (1992), which mandates decentralisation and empowerment of Urban Local Bodies (ULBs).
  • Chandigarh’s dual control system (UT administration + municipal corporation) creates institutional fragmentation, slowing decision-making and weakening democratic oversight.

C. Governance / Administrative Issues

  • Planned as a rigid sector-based grid city, zoning segregated residential, commercial, and institutional areas, reducing organic mixed-use urban dynamism.
  • Administrative and elite residential zones cluster near the Capitol Complex, spatially separating power from informal labour and peripheral populations.
  • Informal workers commute daily from peripheral areas due to exclusionary housing design, reflecting functional but unequal urban integration.
  • Governance rigidity limits adaptive reuse of land, constraining innovation in affordable housing, mobility planning, and service delivery.

D. Economic Dimensions

  • Chandigarh’s economy remains heavily dependent on government employment and services, limiting diversified industrial or innovation-driven growth.
  • High land values and controlled development norms restrict affordable housing supply, increasing socio-spatial inequality.
  • Peripheral urban spillovers toward Mohali and Panchkula demonstrate regional economic integration, yet planning coordination remains weak.
  • Limited densification policies constrain economic productivity per unit land compared to dynamic metropolitan cities.

E. Social / Ethical Dimensions

  • Chandigarh’s modernist design emphasised order and uniformity, yet insufficiently accounted for social heterogeneity and class realities.
  • Informal labour and service providers remain spatially marginalised, reinforcing invisible hierarchies within a planned urban form.
  • The Rock Garden, created by Nek Chand, symbolises citizen-driven creativity challenging rigid state planning frameworks.
  • Ethical tension exists between preserving heritage aesthetics and ensuring inclusive urban transformation.

F. Environmental Dimensions

  • Designed with green belts and open spaces, Chandigarh was envisioned as a low-density, pollution-free city, with assets like Sukhna Lake.
  • However, low-density planning increases urban sprawl, transport dependence, and ecological pressure on surrounding regions.
  • Green spaces often serve aesthetic purposes rather than functioning as integrated climate resilience infrastructure.
  • Rising temperatures and urban heat island effects necessitate adaptive, climate-sensitive planning reforms.

G. Urban Planning Critique  

  • Chandigarh exemplifies high modernism, prioritising geometric order and architectural symbolism over participatory governance.
  • Urban theory critique: Excessive reliance on master plans can freeze cities into static forms, undermining organic growth.
  • Comparative parallels drawn with planned capitals like Brasília and Canberra, which faced similar administrative centralisation challenges.
  • Urban decay reflects structural planning rigidity rather than isolated administrative lapses.

H. Data & Contextual Anchors

  • Founded in early 1950s as India’s first planned city post-independence.
  • Serves as capital for Punjab and Haryana, while functioning as a Union Territory.
  • Approaching 75 years of existence, prompting evaluation of sustainability, governance adaptability, and inclusivity.

I. Challenges

  • Democratic deficit due to limited devolution of powers under UT framework.
  • Housing shortages and peripheral informalisation.
  • Heritage preservation vs. modern urban needs conflict.
  • Environmental stress amid rising urbanisation pressures.
  • Administrative duality causing coordination inefficiencies.

J. Way Forward

  • Strengthen democratic accountability through enhanced devolution under the spirit of the 74th Constitutional Amendment.
  • Adopt adaptive planning frameworks permitting mixed land use, densification, and affordable housing integration.
  • Integrate green spaces into climate resilience strategies, including heat mitigation and water conservation systems.
  • Institutionalise citizen participation platforms for urban policy reforms.
  • Balance heritage conservation with inclusive redevelopment, ensuring Chandigarh evolves as a living city rather than a static museum.

K. Prelims Pointers

  • Chandigarh: Planned city designed by Le Corbusier in the 1950s.
  • Functions as Union Territory and joint capital of Punjab and Haryana.
  • Iconic landmarks: Capitol Complex, Rock Garden, Sukhna Lake.
  • Example of modernist urban planning in post-independence India.

Practice Question

  • “Chandigarh represents both the promise and limitations of high modernist urban planning in India.” Critically examine in the context of democratic governance and inclusive urban development.(250 Words)


A. Issue in Brief

  • As India hosts the AI Impact Summit in New Delhi, coinciding with the World Day of Social Justice (February 20), the focus shifts from AI disruption to human-centred AI governance.
  • India has the worlds largest share of monthly active users of ChatGPT mobile application, reflecting rapid digital adoption and mass AI exposure.
  • By 2030, AI could generate over 3 million new technology jobs in India while reshaping more than 10 million existing roles, signalling structural labour transformation.
  • The central policy question is not job replacement but ensuring AI advances social justice, decent work, and inclusive growth.

Relevance

GS 1 (Society & Social Justice):

  • AI and labour transformation.
  • Digital divide and inequality risks.
  • Work as dignity (youth demographic dividend).

GS 3 (Science & Technology):

  • Generative AI exposure (1 in 4 workers globally ILO).
  • Indigenous AI Mission & skilling architecture.
  • AI diffusion in public employment systems.

B. Global Labour & Governance Context

  • According to the International Labour Organization, around one in four workers globally is employed in occupations exposed to generative AI, with transformation outweighing total displacement.
  • AI discourse is polarised between productivity optimism and job-loss pessimism, yet outcomes depend primarily on governance, institutions, and social dialogue.
  • In low-income countries, only 11.5% of employment is exposed to generative AI, compared with roughly one-third in high-income economies, reflecting structural disparities.
  • Inclusive AI deployment requires worker participation, collective bargaining, and regulatory safeguards, ensuring technological change strengthens equity rather than deepens inequality.

C. Constitutional / Legal Dimensions

  • Article 21 (Right to Life & Dignity) implies dignified work conditions; AI governance must safeguard employment security and workplace fairness.
  • Articles 38 and 39 mandate reduction of inequalities and equitable distribution of material resources, guiding AI policy toward shared prosperity.
  • Article 41 (Right to Work, Education & Public Assistance) under DPSPs reinforces the State’s responsibility in managing technological transitions.
  • Implementation must align with the Digital Personal Data Protection Act, 2023, ensuring responsible AI data governance.

D. India’s Policy & Institutional Response

  • India’s AI Mission, National Quantum Mission, Anusandhan National Research Fund, and Research, Development and Innovation Fund reflect proactive technological preparedness.
  • The Union Budget 2026–27 announced a High-Powered Education to Employment and EnterpriseStanding Committee to assess AI’s employment and skilling impacts.
  • The Committee will recommend embedding AI education from school level onwards and enabling AI-driven job matching systems.
  • This institutional approach positions India as a potential Global South model for balancing innovation with labour inclusion.

E. Technology for Social Protection – e-Shram Case

  • India’s e-Shram portal has registered over 315 million informal workers, strengthening access to welfare and formal recognition.
  • Social protection coverage expanded from 19% (2015) to 64.3% (2025), demonstrating measurable institutional gains.
  • Major investments, including Microsofts $17.5 billion AI diffusion commitment, support integration of AI into e-Shram and the National Career Service portal.
  • AI-enabled platforms can improve job matching, skills mapping, grievance systems, and social protection targeting for informal workers.

F. Economic & Employment Dimensions

  • AI-driven productivity gains can enhance organisational performance, innovation capacity, and global competitiveness.
  • Labour transformation will primarily involve task reconfiguration, augmenting human roles rather than wholesale job elimination.
  • Skill demand will shift toward digital literacy, AI system management, data analytics, and interdisciplinary capabilities.
  • Strategic skilling investments are essential to convert AI disruption into demographic dividend realisation.

G. Social / Ethical Dimensions

  • AI must promote inclusive development, preventing algorithmic bias against marginalised groups across gender, caste, age, and region.
  • Ethical governance requires transparency, accountability, and explainability in algorithmic decision-making.
  • Strong social dialogue mechanisms ensure worker voice in AI deployment decisions at enterprise and national levels.
  • AI governance must reinforce work as a source of dignity, social cohesion, and peaceful societies.

H. Challenges / Risks

  • Unequal AI access across regions risks widening the digital divide and reinforcing structural inequalities.
  • Skill mismatches could create technological unemployment pockets, particularly among low-skilled workers.
  • Governance lag may result in regulatory vacuums, enabling exploitative surveillance or algorithmic discrimination.
  • Concentration of AI capabilities among large firms risks market monopolisation and reduced competition.

I. Way Forward

  • Institutionalise Human-Centred AI Governance Frameworks grounded in labour standards and social justice principles.
  • Expand universal skilling programmes integrating AI competencies across school, vocational, and higher education systems.
  • Strengthen global cooperation through platforms like the Global Coalition for Social Justice to harmonise inclusive AI norms.
  • Ensure AI integration within social protection systems prioritises data security, consent, and accountability safeguards.
  • Promote tripartite dialogue among government, employers, and workers to align technological ambition with equitable employment outcomes.

J. Prelims Pointers

  • AI Impact Summit hosted by India; aligned with World Day of Social Justice (February 20).
  • One in four workers globally exposed to generative AI (ILO estimate).
  • e-Shram registrations: 315+ million informal workers.
  • Social protection coverage increased from 19% (2015) to 64.3% (2025).
  • Microsoft AI diffusion commitment: $17.5 billion.

Practice Question

  • “Technology alone does not determine labour market outcomes; governance does.” Discuss in the context of Artificial Intelligence and social justice in India, highlighting institutional and policy responses.(250 Words)

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