THE EXPONENTIAL REPLACEMENT CURVE SECOND EDITION V2
AI Task Completion, Robotics Commercialization, and Workforce Displacement Timelines
The second edition of the Exponential Replacement Curve incorporates new data demonstrating accelerating automation in both knowledge work and physical labor. AI time horizons now double every 5.5 months based on production implementations, faster than METR's original 7-month projection. Claude 4 achieves 3-7 hour autonomous task completion, validated by enterprise deployments including Rakuten's 7-hour autonomous code refactoring project. This edition adds humanoid robotics commercialization: manufacturing costs have declined 40% year-over-year to $30,000-$150,000 per unit, with operational costs of $5-10 per hour making robots economically competitive with human workers globally. Tesla, Unitree, and AgiBot are deploying thousands of units in 2025, with production projected to reach 500,000+ units annually by 2027. Goldman Sachs projects the humanoid robot market will reach $38 billion by 2035.
WHAT'S CHANGED IN V2
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AI doubling rate accelerated from 7 months to 5.5 months based on production deployments including Claude 4 and Rakuten's 7-hour code refactoring.
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Adds humanoid robotics commercialization data: $30,000-$150,000 per unit, 40% year-over-year cost decline, $5-10/hour operational cost.
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Production projections: 10,000 robots in 2025, 100,000-250,000 in 2026, 500,000+ annually by 2027.
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Expanded sector analysis covering technology, manufacturing, healthcare, education, and professional services with specific displacement timelines.
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Added detailed adaptation strategies for first wave (6-12 months), second wave (12-18 months), and third wave (18-24 months) workers.
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Physical labor automation timeline: structured environments Q4 2025, semi-structured Q1 2027, complex physical tasks Q1 2028.
ABOUT THE AUTHOR
David Borish is an Enterprise AI Strategist at Trace3 (an Apollo Management company) with 25 years of experience across technology (AI), CPG, sports tech, and finance. He created the Open-Prem Inflection Point framework and delivers the Open-Prem Strategy Accelerator workshop in partnership with IBM.​
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Last Updated: June, 2025
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Related: Link to Exponential Replacement Curve V1, Link to Open-Prem V1, Link to Open-Prem V2, Link to Open-Prem V2 Update, Open-Prem Workshop (open-prem.com), Speaking page