I Built an LLM Filter That Prefers Silence Over Slop — and the Eval Harness That Keeps It Honest
A developer built an LLM-based filter for financial news that prioritizes a low false-positive rate over recall, accepting silence on borderline cases to avoid forwarding wrong information. The filter uses a chain of che…