shipwithjev

Catalog / Triage & routing

0268X posts

Fraud detection with Jev and Kimi K3

Jev sorts 100 emails in 1.42 s and sends the unsure ones to Kimi K3.

Hassan gave Jev 100 emails to check for fraud. Jev took 1.42 seconds, and the cases it was unsure about went to Kimi K3. The full pipeline got 96 of 100 right for about $0.07. He says the video is not sped up.

Open source ↗ x.comcost~$0.07time-

Also filed under Triage & routing

  1. 0527

    Testing Jev on public and private data: classifier or filter? | Blog | Aman Kumar

    ### Jev only answers yes/no or pick-one. 16,000 calls: against gpt-5.4-mini and gpt-5.6-luna on four public datasets, then on a few thousand real pipeline decisions. Where it…

    amankumar.ai · Triage & routing

  2. 0526

    Jev was the tipping point - I built the last MySQL search statement - WPS

    Jev was the tipping point - I built the last MySQL search statement - WPS ... # Jev was the tipping point - I built the last MySQL search statement ... So I built AILIKE. It lets…

    worldprogramming.org · Triage & routing

  3. 0525

    Building an Evidence-Based Resume Analyzer: Why Understanding Beats Guessing

    What we're really tackling is this: How can AI truly assess a resume without falling into the trap of just echoing buzzwords? How do we know the candidate isn't just sprinkling…

    dev.to · Triage & routing

  4. 0418

    World Monitor

    Geopolitical dashboard that batches Jev 1.13.0 headline-severity and topic classifications, validates the answers, and falls back when classification fails.

    koala73 · Triage & routing