The Consensus demotes articles with strong AI-writing signals to protect editorial discovery
A low-cost detector now helps decide which technical articles receive scarce promotional attention.
The Consensus built a static-rules detector after deciding a commercial service was too costly to run across its full feed. Articles in the detector’s 99th percentile remain searchable but become ineligible for homepage, social-media, recommendation and newsletter promotion; the publisher says the signal is fallible and does not prove AI authorship. The policy turns suspected machine production into a distribution penalty, making automated style signals part of a specialist publisher’s editorial gatekeeping.