The idea
Norbert Bodziony presents a moderation guard built with Jev and links to a public demonstration. The project illustrates using a structured decision to decide what an application should do with submitted content.
Inside the decision loop
Submitted content + review criteria
Evaluate the moderation decision
Apply the application review policy
What to take from it
Separate the model verdict from the action policy. Keep a review path for borderline content and evaluate both false positives and false negatives against examples from the intended community.
The creator describes the guard as fast and accurate, but the post does not provide a published evaluation set. The demo alone cannot establish moderation quality across languages or policies.
Follow the original work
This case is an editorial interpretation of a public community demonstration. It has not been reproduced or benchmarked by this publication.
Original post by @norbertbodziony