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manufactured_consensus
A propaganda technique that creates the false appearance of widespread agreement by coordinating messaging, suppressing dissent, and presenting a curated subset of opinions as representative of the whole. Distinguished from genuine consensus by its artificial construction.
A think tank publishes a letter signed by '500 experts' who were all selected because they already agreed, while thousands of dissenting experts are ignored.
A pharmaceutical company funds five separate research institutes to each publish studies on the same drug. The media reports 'five independent studies confirm safety,' not realizing all five were coordinated and funded by the same source.
A social media campaign uses hundreds of fake accounts to flood comment sections with the same talking point, making a fringe political position appear to have massive grassroots support and pressuring real users to conform.
Binary (yes/no) questions an LLM must answer to identify this aspect:
Is a consensus or majority opinion being presented on a topic?
Type: binaryIs this consensus artificially created through coordination, selection bias, or suppression of dissent?
Type: binaryAre dissenting voices excluded, marginalized, or reframed as fringe?
Type: binaryIs the appearance of consensus used to pressure others into agreement?
Type: binaryA propaganda technique that creates the false appearance of widespread agreement by coordinating messaging, suppressing dissent, and presenting a curated subset of opinions as representative of the whole. Distinguished from genuine consensus by its artificial construction.
Humans have a strong conformity instinct and use perceived consensus as a heuristic for truth. If 'everyone agrees,' questioning the position feels risky and lonely.
Investigate how the consensus was formed. Check for selection bias in who was consulted and whether dissenting views were given a fair hearing.
Industry-funded scientific reviews, online review manipulation, coordinated social media campaigns, and political polling.
Use these tools to detect, analyze, or train this aspect.