THE JOHNS HOPKINS UNIVERSITY APPLIED PHYSICS LABORATORY LLC

The award title 'Integrated Common Processor Engineering' contains no mention of AI, ML, or data-driven techniques; it reads as hardware/systems integration work. Problem framing is entirely absent—no operational context, end-user need, or success criteria are articulated beyond the generic title. APL is a Federally Funded Research and Development Center (FFRDC), which disqualifies it as an AI-native startup signal; while technically excellent, it represents legacy defense R&D infrastructure, not the kind of procurement that would indicate genuine AI-native adoption in defense.