CalibratedDecisions.

Repo · Benchmarks & research

Pix Golpe

Split-screen demo pitting Rust plus Jev against Python plus DeepSeek on the same Portuguese scam messages, with fund tracing over a simulated graph…

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From the repository

Demo: IA detecta golpe do Pix e rastreia a quadrilha. Rust + Jev vs Python + DeepSeek em tela dividida.

How builders describe it

Split-screen demo pitting Rust plus Jev against Python plus DeepSeek on the same Portuguese scam messages, with fund tracing over a simulated graph of 10 million transactions.

The decision Jev makes

Benchmark questions with known answers, to check accuracy and confidence.

Where it fits

Head-to-head tests, calibration studies and independent research into how well Jev decides, how fast, and at what cost. All 682 benchmarks & research projects →

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