THE JOHNS HOPKINS UNIVERSITY APPLIED PHYSICS LABORATORY LLC

The award title 'Sensor Netting Operation & Maintenance' contains no explicit mention of AI, ML, or algorithmic work—it reads as infrastructure/O&M for existing sensor systems. JHU APL is a federally funded research center (FFRDC), not an AI-native startup, which disqualifies it on awardee quality. The problem statement is generic ('operation & maintenance') with no articulated operational challenge, success criteria, or end-user outcome—purely administrative framing typical of sustainment contracts rather than capability development.