Archetypes as Constitutional Identity in Intelligent Systems: A Framework for Persistent Intelligence

Archetypes as Constitutional Identity in Intelligent Systems: A Framework for Persistent Intelligence As intelligent systems become increasingly autonomous, one question becomes fundamental: What allows an AI system to remain itself across time, adaptation, learning, and execution? This book introduces the concept of archetypes as constitutional identity—a structural approach in which identity is not defined by memory, model weights, or accumulated knowledge, but by a stable constitutional architecture that governs every decision the system makes. The book explores: • Constitutional identity versus statistical identity• Archetypes as persistent governance structures• Identity continuity under learning and adaptation• Governance Operating Systems (GOS) for trustworthy AI• Deterministic intelligence and constitutional execution• Persistent intelligence for high-risk and regulated environments Rather than treating intelligence as prediction alone, this work proposes that enduring intelligence requires a constitutional framework capable of preserving purpose, authority, admissibility, and continuity throughout its operational lifetime. This research continues the architectural direction established through TauGuard, the Governance Operating System (GOS), and the broader constitutional AI governance framework. #ArtificialIntelligence #AIGovernance #GovernanceOperatingSystem #ConstitutionalAI #DeterministicAI #PersistentIntelligence #AIArchitecture #EnterpriseAI #ResponsibleAI #TrustworthyAI #MachineIntelligence #TauGuard #MichalHarcej