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EmergingHuman Life, Work & Society1–3 years
Coordination is a bottleneck to AI productivity
Work that depends on shared routines, approvals and colleagues is harder to change through an individual tool than work one person can reorganise alone.
arXiv15 April 2025Reviewed 26 July 2026
FUURAA original conceptual visualWhat the evidence indicates
A concise reading of the source
Work that depends on shared routines, approvals and colleagues is harder to change through an individual tool than work one person can reorganise alone.
FUURAA interpretation
Why this could matter
Leaders should examine dependencies and decision rights before expecting broad productivity gains.
How to read this signal
A direction still taking shape
Multiple developments point in this direction, but timing, adoption and outcomes remain open.
