I’m testing #LLM spam detection in #Stalwart mail and this one is the first and quite an interesting case of false positive. The email in question was a legitimate Apple annual subscription reminder for Telegram Premium:

X-Spam-LLM: HARMFUL (The message impersonates an Apple invoice for a Telegram Premium subscription and includes suspicious/non-Apple account details ([email protected]) suggesting a phishing/fake receipt intended to trick the recipient into clicking support/cancellation links) X-Spam-Score: ham, score=4.60

P.S. yes, I pay for Telegram Premium to be able to download tons of videos that later end up on video.echelon.pl without throttling

Echelon.pl PeerTube server

Instance dedicated to documentary material from the Russian invasion of Ukraine

Echelon.pl PeerTube server
@kravietz what model are you using it with?
@kravietz Understandable if the AI believes this to be SPAM 😃