How much daylight is there between Credulity and Skepticism?

Agent Charley is an on-device security assistant from Charlemagne Labs that flags phishing, social engineering and sensitive-data leaks at the cursor, before anyone clicks or sends.

Is self-generated defense enough as we gallop toward a scam and social engineering milieu dominated by AI-powered attacks?