AI article
JEV assisted LLM Trading
Community description: We gave our LLM trading bot an auditor that never sees the chart Every hour, on the hour,...
Dev.to | Sep 20, 2026 | chowderhead
Automated excerpt
Appends one JSON line per decision to shadow_log. jsonl, including the JEV verdict and its latency. How a verdict gets scored is fixed before the first data point. JEV sees the text of the decision, never the chart pixels, so it audits self-consistency only.
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