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Email Fraud Detection

Hassan used Jev to classify 100 emails, then routed uncertain cases to Kimi K3. The full pipeline got 96/100 correct for only ~$0.07.

View on X costonly ~$0.07time1.42 seconds
Hassan@nutlope𝕏
Jev + Kimi K3 for fraud detection! TLDR: Jev classified 100 emails in 1.42 seconds, then I routed the uncertain cases to Kimi K3. The full pipeline got 96/100 correct for only ~$0.07. Video is not sped up, check out the live run! Here was my process: I gave Jev 100 emails to classify (a mix of 50 legit & 50 fraudelent emails). It classified all of them in 1.42 seconds. An underrated feature about
Sep 17, 2026X postsView on X
The test used 50 legitimate and 50 fraudulent emails. Jev classified them in 1.42 seconds, and the video shows the live run.

Also filed under Triage & routing