
Emergent Properties: History, Scaling Theory, and Why AI Security Incidents Are Control-Loop Failures
An interdisciplinary analysis of emergent properties—from Mill, Broad, and Anderson's symmetry breaking to LLM scaling mirages, Nancy Leveson's STAMP/STPA-Sec control theory, and frontier AI security incidents.















