results
ARBITER ranks competing entity hypotheses across noisy, contradictory, and adversarial sensor reports. It does not merge labels. It scores the operational picture.
Defense systems need to merge reports from multiple sources into coherent operational pictures.
Current approaches often depend on labeled examples, retraining, drift management, and expensive model maintenance.
ARBITER measures geometric coherence. Same input, same output. No training. No retraining. Deterministic.