How should a scam-warning interface communicate uncertainty?
Explain the concerning pattern and offer a practical verification step that does not rely on the sender’s contact details. Let people understand and dismiss a false alarm. The interface should create room for judgment rather than turning an uncertain classification into an unexplained instruction to trust or distrust someone.
Answered in
Singapore’s Scam-Detection AI Is Learning the Local ConversationA Singapore collaboration is adapting Gemma to local scam language, with on-device detection discussed as a future deployment direction.
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