THE JOHNS HOPKINS UNIVERSITY APPLIED PHYSICS LABORATORY LLC

The award title 'ASW Sensor Development and System Engineering' contains no mention of AI/ML techniques, algorithms, or autonomous systems—only traditional sensor hardware and integration work, pushing this into buzzword-free legacy territory. The problem (anti-submarine warfare sensor capability) is reasonably specific operationally, but the scope description remains silent on any AI component, leaving uncertainty about whether ML is core or incidental. Johns Hopkins APL is an FFRDC (federally-funded research center), a canonical large prime contractor structure, not an AI-native startup.