This publication establishes a unified public prior-art architecture for recoverability-constrained emerging technologies derived from the Recoverability-Constrained Systems and Recoverability Sciences ecosystems. The publication formalizes a generalized engineering, scientific, operational, computational, infrastructural, biological, cyber-physical, and civilization-scale substrate through which future technologies may emerge while preserving admissible continuation under real irreversibility constraints. The publication establishes generalized architectural conditions governing: recoverability-preserving execution continuity-preserving coordination bounded autonomous operation observability-preserving systems propagation-aware distributed architectures dependency-visible infrastructures recoverability-governed artificial intelligence continuity-preserving robotics recoverability-native execution systems rollback-capable operational environments recoverability-aware synchronization systems escalation-preserving operational architectures continuity-preserving scientific systems civilization-scale operational continuity systems The publication establishes generalized technological emergence pathways across: artificial intelligence autonomous systems robotics operating systems hardware systems distributed infrastructure communication systems biological systems scientific instrumentation aerospace systems energy systems infrastructure coordination systems observability systems simulation systems civilization continuity systems The publication further establishes generalized engineering and scientific domains including: Recoverability Science Continuity Science Recoverability Engineering Continuity Engineering Propagation Engineering Dependency Engineering Admissibility Engineering Civilization Continuity Engineering Recoverability-Constrained Systems Engineering Continuity-Preserving Systems Science The publication establishes generalized operational conditions for: recoverable state transition propagation containment bounded execution dependency visibility observability continuity continuity-state verification recoverability-aware orchestration escalation-preserving coordination continuity-preserving synchronization recoverability-aware distributed operation The publication functions as a public-safe prior-art disclosure architecture and intentionally avoids disclosure of restricted implementation internals, unsafe deployment methodologies, unrestricted autonomous execution pathways, adversarial operational procedures, or deployment-sensitive execution mechanisms. The publication establishes the universal operational condition: Where recoverability cannot be established in time under real conditions, continuation becomes non-admissible.