From the Winter 2026 Issue

Governing Complexity in the Age of AI: Operationalizing the Unified Linkage Model (ULM)

Author(s):

Henry J. Sienkiewicz, Adjunct Faculty | Georgetown and George Washington Universities, Former CIO, Defense Information Systems Agency (DISA)

Executive Summary Artificial intelligence (AI) has outgrown the control models once used to govern it. Checklists and perimeters cannot manage the systemic risks emerging from interconnected AI ecosystems. The Unified Linkage Model