THE JOHNS HOPKINS UNIVERSITY APPLIED PHYSICS LABORATORY LLC

The award description contains no explicit mention of AI/ML techniques, algorithms, or systems—only a legacy platform name ('Anti-Submarine Warfare Surveillance Systems'). Problem framing is generic (ASW surveillance) without specificity on the technical challenge or end-user gap being addressed. JHU APL is a federally funded research center (FFRDC), which categorically disqualifies it as an AI-native startup signal regardless of technical merit; this represents establishment defense R&D, not evidence of startup AI procurement momentum.