Key findings
- →Effects concentrate in junior analyst, paralegal, and middle-management roles.
- →Wage premia accrue to workers whose clones are most heavily used by colleagues — a 'twin network' effect.
What it means in practice
Twin adoption is not labor-neutral. Firms that share the productivity surplus with workers see lower attrition and faster diffusion.