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Numeric scores for AI job exposure are misleading because they are based on a simplification of what a job is. They mistake the tasks (the 'how') for the value proposition (the 'why').

Impact: Businesses may misallocate resources or fail to plan for real disruption by focusing on task-based automation rather than value-chain transformation.

— from AI Automation and the Fallacy of Job Exposure Scores · Another Podcast· Apr 16, 2026