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jev-phishing-bench

anisselbd

The signal result above was challenged on three points: no non-AI baseline, selection and evaluation on the same emails, and no equivalent decomposition for the LLM. Three controls were added (`bench/heuristics.py`, `bench/protocol.py`, `run_llm_signals.py`); nothing above was changed. Full tables in `results/report.md`, chart in `results/controls.png`.

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Not declared
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Where Jev makes a decision

Jev returns a structured decision for the local program; consult the source for the exact decision policy.

What this project offers

Adds structured choices or scores to the workflow; performance and cost benefits have not been independently verified.

Review scope

Based on repository metadata and README with rule-based classification; pending human review, with no independent runtime or performance verification.

Sources and implementation

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