THE JOHNS HOPKINS UNIVERSITY APPLIED PHYSICS LABORATORY LLC
Department of Defense · Contract
AI-Readiness Score
10/19
AI / ML Relevance
7/9
Problem Framing
3/5
Awardee Quality
0/5
Award
$4,367,921
Award amount
—
Award date
HR001123F0015
PIID
Awardee
769
Total awards
$4,478,210,870
Total $ won
2.6/19
Avg AI score
Description
ASSURED NEURO SYMBOLIC LEARNING AND REASONING (ANSR) PROGRAM
Score Rationale
Neuro-symbolic learning is a legitimate AI/ML discipline (hybrid neural-symbolic reasoning), placing this at 7 rather than higher—but the award description is purely a program title with no detail on specific techniques, deliverables, or scale of implementation. Problem framing scores low (3) because only the program acronym is provided; there is no articulation of the operational problem, end-user need, or success criteria. APL is a Federally Funded Research and Development Center (FFRDC) owned by Johns Hopkins, making it a legacy research entity rather than an AI-native company, scoring 0 on awardee quality despite its technical capabilities.