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SignalWard uses Qwen to analyze suspicious messages and screenshots, then asks NVIDIA Nemotron on Nebius to independently review the evidence—exposing uncertainty before users act.
LUCID is an AI agent that can recognize screenshots/text for cognitive risk assessment to prevent fraud.