THE JOHNS HOPKINS UNIVERSITY APPLIED PHYSICS LABORATORY LLC

The award title mentions 'accuracy navigation' and 'cumulative analysis' but contains no explicit AI/ML terminology, technique names, or indication that machine learning is the core deliverable—this reads as a systems integration or sensor processing contract. Problem framing is vague ('SWS' is unexplained, no operational context provided, no success criteria articulated). APL LLC is Johns Hopkins' federally funded research center (FFRDC), a legacy institutional player, not an AI-native startup—FFRDCs are explicitly excluded from the 'modern AI' category by definition.