Control · AI & Quantum
Abstract
A layered, AI-native digital-twin control architecture evaluated as a methods-and-certification study, holding three technology-readiness tiers strictly apart. Demonstrates a deterministic safety clamp (3000/3000 injected violations caught, zero escapes), a certified control-barrier guarantee preserved through calibration, and a quantum-inspired kinetic solver — while reporting every missed target rather than reframing it.
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This paper is Open Access (CC BY 4.0). Every headline number regenerates from the named script and archived data in the deposit above; requirement-class assumptions and open risks are stated in the manuscript rather than absorbed into a single optimum. No financial or commercial information appears in this work.