On 2024-09-07 at 08:20:42 UTC-0400 (Sat, 7 Sep 2024 08:20:42 -0400 (EDT))
Wietse Venema via Postfix-users <wie...@porcupine.org>
is rumored to have said:

Only a fool would expose SpamAssassin to the full mail stream.

Speaking as a SpamAssassin contributor: This is (almost) 100% accurate.

A huge fraction of an unfiltered mail stream of any domain with substantial public exposure is total garbage that can be identified without attempting to parse the actual message, due to idiosyncratic SMTP behavior or source info. It is a waste of resources to do content analysis on them solely to determine whether they are spam. Those messages also tend to be the most unusual in their content, often containing wildly malformed messages which break attempts to make sense of them by "the rules" that normal messages follow. This can make analysis more resource-intensive for such messages than "normal" mail. In addition, tools like SA that have a learning component can be effectively poisoned by examining so much pure garbage.

The only exceptions I see to this are for relatively low-exposure low-traffic domains where the excessive load of analyzing everything is manageable, the consequences of false negative spam tests are very low (i.e. the users are sharp and paranoid,) and you have some basic research goal behind seeing every message.

--
Bill Cole
b...@scconsult.com or billc...@apache.org
(AKA @grumpybozo@toad.social and many *@billmail.scconsult.com addresses)
Not Currently Available For Hire
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