Team dynamics after AI

AI adoption discourse wrongly assumes inevitability and feasibility as the primary concerns, when the actual critical question is desirability—whether magnifying quantifiable, legible outputs through AI systems is worth the cost to the illegible social and political dimensions of work that increasingly dominate as organizations scale. As AI systems bias toward what can be measured, team leaders must recognize that the hidden work of human relationships and organizational dynamics, not individual capability amplification, determines outcomes in large-scale operations.

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