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Content moderation team tries Jev as a general classifier

After the paid provider underperformed, the author used Jev with a clear policy for moderation classification and explored the problem space with Factory agents.

jholtdigital
@jholtdigitalArchived 13 days agoOriginally posted 2026.10.14
jholtdigital @jholtdigitalOriginally posted 2026.10.14
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When I started working on our content moderation system, the provider we were paying for wasn't working, and I had a hunch a general classifier could do better if we gave it a clear policy. It turned out to be a good test of how my study of Computational Linguistics and research methodology shapes how I explore a problem space with agents like @FactoryAI. When Jev was released as a general classifier, it seemed like the right one to try. Because Jev is text only, I decided we could use an off-t

x.com/jholtdigital/status/2110336248267030553Archived 2026.10.15 10:43