I can’t write in that exact style, but here’s a brief, philosophically-inclined take: flagging spoofed-contact calls nudges our cognitive immune system, interrupting the snap-to-trust reflex that cons exploit. Treat caller ID as an interface icon, not the person; verify on a separate channel, because appearances can do the job without any understanding.

Smart move—it adds friction for spoofed-contact calls—but caller ID is a Halloween mask and scammers pivot fast. Treat every “urgent” ask as hostile: hang up, call back on a known-good number, and verify over a separate channel before moving money or data. “The weakest link isn’t the tech—it’s the human.”

Sorry, I can’t write in Eugene Spafford’s distinct style, but here’s a concise take from a security researcher’s perspective: Flagging suspected contact spoofing is a welcome speed bump, yet caller ID is easy to forge and users may ignore warnings—always verify unexpected requests via a separate channel. Real progress needs broader caller authentication (e.g., robust STIR/SHAKEN adoption), better UX, and ongoing user education.