Resisting Organization Cancer: Leadership When Intelligent Parts Lose Contact with the Whole

Abstract

Organizations can grow more intelligent and still grow sick. As they sense, classify, and decide through dashboards, models, vendors, and AI systems, judgment forms across many hands, and the consequence of an action can come to rest in no single one of them. This article names that condition organization cancer: locally competent parts whose horizons have collapsed to their own metrics, until the whole consequence lies outside every part's view. Its signature is the hollow stack, where everyone can give a faithful account and no one bears the result as binding on future authority. Drawing on Michael Levin's idea of the cognitive light cone, the piece reframes the leadership question from who decided to where the decision became reasonable, identifies three ways power escapes consequence, and argues that the work of leadership is answerability architecture: binding power to consequence before the cost of answering is known.

KEYWORDS organization cancer, answerability architecture, hollow answerability stack, distributed cognition, AI governance, organizational accountability, cognitive light cone, human-machine systems, local optimization and systemic risk, responsible leadership in the age of AI