A New Organizational Paradigm for Scalable Social Intelligence under Uncertainty: The Foundation for an AI-augmented Facilitation System

A NextGen.LX White Paper February 2026, by Joana Stella Kompa Executive Summary Organizations arise from coordinated actions. According to Niklas Luhmann, organizations are systems that can differentiate themselves from their environment. The effort required to do so is reflected in the need for organizations to continually adapt to changing environmental conditions (transformation) and to [ ]