COGNIT-Guard: Calibrated Standalone Direct-Decision Guardrails with Heterogeneous CPU-NPU Confidence Cascading under Explicit Latency and False-Positive Constraints
COGNIT-Guard cascades a CPU gatekeeper to a 322M model for low-latency prompt safety screening.
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