THE JOHNS HOPKINS UNIVERSITY APPLIED PHYSICS LABORATORY LLC

This award funds quantum computing hardware and systems development, not AI/ML—the description contains zero mention of machine learning, neural networks, autonomous systems, or ML-specific techniques. Problem framing is purely programmatic ('utility-scale quantum computing') with no articulated defense operational problem or end-user scenario. Johns Hopkins APL is a federally funded research center (FFRDC), placing it at tier-zero for AI-native startup evaluation; this is legacy defense R&D infrastructure, not evidence of AI-native procurement.