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CONCEPT

Group Polarization

Cass Sunstein's research-backed phenomenon in which like-minded groups shift toward more extreme versions of their initial positions through discussion — the dynamics that, combined with Noelle-Neumann's spiral, produce the binary camps of the AI discourse.
Group polarization names the empirically robust phenomenon in which like-minded individuals, discussing a topic together, shift collectively toward a more extreme version of the position they already held. Cass Sunstein's synthesis of decades of experimental evidence demonstrated that the mechanism operates through two channels: informational influence, in which discussion surfaces arguments that favor the group's existing tendency, and social influence, in which each member perceives the group climate as supporting a more extreme position than they initially held and adjusts their expressed view toward the perceived consensus. The result is that a group of moderate enthusiasts becomes a group of strong enthusiasts, and a group of moderate skeptics becomes a group of strong skeptics, and the distance between the two groups widens — not because anyone encountered new evidence but because the social dynamics of each group pushed its members toward the extreme of their initial tendency. When combined with Noelle-Neumann's spiral of silence, group polarization produces the binary
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