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The Economics of Work and Technology

Gresham College via YouTube

Overview

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Explore the complex relationship between technology and employment in this comprehensive lecture that challenges common assumptions about automation and job displacement. Examine why centuries of "automation anxiety" have consistently proven wrong, despite recurring fears that new technologies will cause mass unemployment. Discover the fundamental distinction between jobs and tasks in understanding how automation actually affects work, learning why machines typically automate specific tasks rather than entire occupations. Analyze historical case studies including ATMs and bank tellers, radiologists and AI diagnostics, and the Industrial Revolution to understand how technological advancement has historically created rather than destroyed employment opportunities. Investigate the economic forces at play when technology both substitutes for and complements human labor, including the productivity effect, bigger pie effect, and changing pie effect that drive job creation. Delve into skill-biased technological change theory and its limitations, labor market polarization, and the hollowing out of middle-skill jobs. Examine classical economic perspectives from David Ricardo, John Maynard Keynes, and Robert Solow on machinery and labor demand. Consider contemporary challenges posed by artificial intelligence and generative AI, particularly their potential impact on white-collar work and cognitive tasks previously thought immune to automation. Understand why the "Age of Labor" persists despite technological advances and what factors might shift this balance in the future, while exploring policy implications for education, skills development, and human capital investment in an increasingly automated world.

Syllabus

00:00 // Intro: Economics of Work, Automation & AI
01:00 // Geoffrey Hinton on AI Breakthroughs & Job Impact
02:30 // AI in Healthcare: Radiology, Diagnostics & Accuracy
04:00 // Machines vs Humans: When Algorithms Outperform Experts
05:00 // Automation Paradox: Tech Advances, Jobs Still Grow
06:00 // ATMs Case Study: Bank Tellers, Automation & Employment
08:00 // Industrial Revolution Lessons: Technology & Labor Markets
09:00 // History of Automation Anxiety: Luddites to Today
10:00 // Lecture Roadmap: How Tech Shapes the Future of Work
11:00 // Benign View of Tech: Economists on Growth & Jobs
12:00 // Skill-Biased Technological Change Explained
14:00 // Computing Power Explosion: Moore’s Law & Productivity
16:00 // Rising Skill Premium: Wages, Inequality & Education
17:00 // Economic Fears of Tech: Disruption vs Opportunity
18:00 // David Ricardo Revisited: Machinery & Labor Demand
20:00 // Keynes’ “Technological Unemployment” & Policy Implications
21:00 // Solow’s Robots Analogy: Humans vs Machines
22:00 // Policy Responses: Education, Skills & Human Capital
23:00 // Cracks in the Model: Limits of Skill-Bias Theory
24:00 // Labor Market Polarization: Hollowing Out the Middle
26:00 // Fewer Middle-Skill Jobs: Routine Task Automation
27:00 // Low-Skill Real Wage Declines: Inequality Trends
28:00 // Rethinking Work: From Jobs to Tasks Framework
29:00 // Core Insight: Jobs vs Tasks in Automation
31:00 // Myth-busting: “Will a Robot Take Your Job?”
33:00 // Work as Tasks: What Actually Gets Automated
34:00 // Two Forces: Substitution vs Complementarity in Tech
36:00 // Productivity Effect: Tech Augmenting Human Work
38:00 // Bigger Pie Effect: GDP Growth & Job Creation
40:00 // Changing Pie Effect: New Industries & Occupations
42:00 // Balancing Forces: When Tech Hurts vs Helps Workers
43:00 // Why Automation Panic Fails: Evidence & Economics
44:00 // Surviving the Machine Age: Labor’s Resilience
45:00 // Deep Dive: ATMs, Branch Economics & Service Jobs
46:00 // Deep Dive: Radiologists, AI Tools & Workflow Change
48:00 // “Age of Labor”: Why Jobs Persist Despite Automation
49:00 // Looking Ahead: Will the Balance Shift with AI?
50:00 // Generative AI & Task Encroachment: White-Collar Risk
51:00 // Shrinking Human Niche? Unautomated Tasks & Strategy
52:00 // Conclusion: Future of Work, Open Questions & Q&A

Taught by

Gresham College

Reviews

5.0 rating, based on 1 Class Central review

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  • Ibnu Ubaedillah
    The Economics of Work and Technology from Gresham College is an insightful and well-structured course. The explanations are clear, supported by real historical examples and modern economic trends. I really enjoyed how the lecturer connects technology, automation, and the future of labor markets in a way that is easy to understand even for beginners. This course helped me see how technological change affects wages, jobs, and productivity. Highly recommended for anyone interested in economics, public policy, or the future of work.”

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