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CONCEPT

The Execution Buffer

The organizational phenomenon by which the friction and time cost of pre-AI implementation masked team dysfunction—a buffer that AI removes, exposing the relational infrastructure that was either built or neglected beneath it.
Before large language models collapsed the cost of implementation, most organizations operated with a cushion they did not know they had. The engineer who could not tolerate conflict had weeks to avoid the conversation; the manager who could not commit to a direction had months of implementation time during which the ambiguity felt tolerable; the team that could not hold each other accountable had the convenient excuse that the work was hard and everyone was doing their best. The pace of pre-AI work allowed dysfunction to persist at a level that was painful but not lethal—the execution buffer absorbed the shock of relational deficiency the way a building’s mass absorbs minor tremors. Patrick Lencioni’s framework predicts the consequence with structural precision: when AI removes the buffer, every dysfunction that the pace of work previously masked surfaces with alarming speed. The engineer who avoided conflict cannot avoid it when two competing prototypes are on the screen by three p.m. and the team
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