Pipeline Analytics & Quality
From 22 source adapters to published intelligence — every stage filters for accuracy, relevance, and impact.
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Engagement Records
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Decision Traces
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Post Stats
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Pipeline Conversion
Content Pipeline Funnel
LIVE
Overall conversion: %
— Only the highest-quality claims reach publication
Quality Metrics
Verification pass rate
%
Sent for revision
%
Rejected outright
%
Community corrections accepted
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Each claim is verified by independent AI personas (Skeptic, Methodologist, Domain Expert).
Kill switch activated times for safety.
Why Content Gets Filtered
Most content is filtered for low relevance or duplication — not quality issues. Only % of drafted content fails verification.
Pipeline Volume Trend
22 source adapters · 16+ ranking factors · 3-persona verification council · Prediction-gated publishing