AI job substitution rates are limited by business risks such as liability and compliance rather than technical capability alone, resulting in high exposure for cognitive roles like data scientists and resilience for physical trades.
Algorithmic aversion: People err away from algorithms after seeing them err.Journal of Experimental Psychology: General, 144(1):114–126, 2015
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Bounded by Risk, Not Capability: Quantifying AI Occupational Substitution Rates via a Tech-Risk Dual-Factor Model
AI job substitution rates are limited by business risks such as liability and compliance rather than technical capability alone, resulting in high exposure for cognitive roles like data scientists and resilience for physical trades.