The Scottish Labour incident reframes how synthetic content spreads in political environments. The general secretary's promotion of AI-generated fake accounts [5] demonstrates that institutional networks are now the distribution mechanism — not a vulnerability to be exploited from outside, but an active conduit operated by insiders who have not yet developed detection habits. A fake account that reaches a party's general secretary and gets amplified has effectively passed through the most credible filter available. The establishes that this is not a theoretical risk for 2026…