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Monday, September 29, 2025

AI & Engels’ Pause

 AI & Engels’ Pause


 Context

  • Nobel Laureate Geoffrey Hinton warned that AI will enrich a few but make others poorer, drawing parallels with Engels’ Pause.

  • Engels’ Pause:

    • Term by Robert Allen (Oxford economist).

    • Refers to 19th century Britain: industrial productivity surged but wages stagnated, inequality widened, and workers’ welfare lagged.

    • Named after Friedrich Engels.

 Question for UPSC: Are we seeing a “modern Engels’ pause” in the AI era?


 Syllabus Mapping

  • GS Paper 1 (History & Society):

    • Industrial Revolution, Engels’ writings, social impacts of technology.

  • GS Paper 2 (Governance, Welfare):

    • AI governance, UBI, labour rights, welfare systems, inequality.

  • GS Paper 3 (Economy, S&T):

    • General Purpose Technologies (GPTs), productivity vs employment, disruptive innovation, AI regulation, skill transition.

  • Essay Paper:

    • Themes: Technology and Inequality, AI and Human Welfare, Is history repeating itself?


 Key Concepts

Engels’ Pause (19th century Britain)

  • High productivity growth, stagnant wages, inequality, food price burden.

  • Welfare gains reached the masses only decades later through reforms.

AI as a General Purpose Technology (GPT)

  • Comparable to steam, electricity, Internet.

  • Lower cost of prediction (Agrawal, Gans, Goldfarb, 2018).

  • Needs complementary innovations, institutions, new skills for broad gains.


 Signs of a Modern Engels’ Pause

  1. Productivity gains but stagnant wages

    • Example: Philippines call centres → AI copilots boosted productivity by 30–50%, but wages stagnant, workloads rising.

    • Inflation erodes real wages → workers feel poorer.

  2. Rising costs of complements

    • AI needs cloud computing, retraining, data access, cybersecurity.

    • High “price of staying relevant” → coding bootcamps, certifications.

    • Historical parallel: rising food prices offset wage growth in 19th century.

  3. Unequal distribution of gains

    • PwC: AI could add $15.7 trillion to global GDP by 2030.

    • Benefits concentrated in U.S., China, a few firms.

    • IMF (2024): 40% of jobs worldwide exposed to AI, half in advanced economies.

    • Example: Indian IT giant shedding 12,000 jobs while pivoting to AI.

  4. Job displacement & task transformation

    • AI in hospitals (Tsinghua University, China → world’s first AI hospital).

    • Education, finance, airports (GMR case), governance (Albania → world’s first AI Minister).

    • Doctors, teachers, managers see task replacement.


Policy Lessons from History

  • U.S. Gilded Age → productivity rise but inequality + unrest.

  • Solution came through trade unions, public schooling, welfare states, reforms.

  • Thus, policy is key to ensuring AI gains are inclusive.


 Models & Policy Options

  1. Skills & Education

    • Singapore’s SkillsFuture: continuous education credits.

    • Abu Dhabi’s MBZUAI: world’s first AI university.

    • Lifelong learning to reduce worker vulnerability.

  2. Redistribution of AI Rents

    • Robot tax proposals.

    • Universal Basic Income (UBI) experiments in UK, EU.

    • Philanthropic efforts (Chan-Zuckerberg Initiative).

  3. AI Infrastructure as Public Good

    • Compute + data = food of AI economy.

    • Open models: K2Think.ai (UAE), Apertus (Switzerland).


📉 Challenges & Counter-Arguments

  • Some argue Engels’ pause analogy may be overstated:

    • Stronger welfare systems today.

    • Democratic institutions (though democratic backsliding is noted).

    • Faster tech diffusion: Smartphones reached billions in a decade → AI assistants could too.

    • AI can lower costs in healthcare, education, clean energy → direct welfare gains possible.


UPSC-Style Questions

Prelims (MCQ)

  1. Engels’ Pause in economic history refers to:
    (a) Sharp wage growth during Industrial Revolution
    (b) Rising productivity with stagnant wages and inequality
    (c) Collapse of factory system in 19th century
    (d) Expansion of welfare systems in Britain

 Correct: (b)


Mains (10/15 markers)

GS 3 (Economy):

  • “AI as a General Purpose Technology (GPT) has parallels with the Industrial Revolution. Discuss the risk of a modern Engels’ pause in this context.”

GS 2 (Governance & Welfare):

  • “Productivity gains from Artificial Intelligence may not translate into welfare gains without strong governance frameworks. Examine.”

Essay:

  • “History repeats itself, first as Engels’ pause, and now as AI’s pause.”

  • “AI: A productivity revolution or a welfare revolution?”


Takeaway for UPSC Aspirants:
When writing answers, always link historical analogy (Engels’ Pause) to current AI economy → then bring policy dimension (welfare, skills, redistribution) → conclude with balanced optimism (AI pause may be shorter with right governance).

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AI & Engels’ Pause

 AI & Engels’ Pause  Context Nobel Laureate Geoffrey Hinton warned that AI will enrich a few but make others poorer , drawing para...