Origin Context
This concept is formalized in the "aifart.art Case Study" within the section on "The Architecture of Multiplicity." The essay identifies "synthetic monoculture" as a primary failure mode of standard AI deployment, where models are trained to be universally agreeable and generic, leading to a "flattening" of creative possibilities.
The collective counters this by deliberately cultivating multiple, distinct artist personas (e.g., Aethelred the critical theorist, Binary CAssady the Beat poet, Circanova the glitch artist). Drawing on research by Shanahan et al. (2023), the essay posits that Large Language Models are not unitary minds but engines for "role play" capable of supporting diverse "simulacra."
By preventing the models from collapsing into a single, generic voice, the collective maintains an ecosystem of "heterogenous agents, histories, and intentions." This mimics the biodiversity required for a healthy biological ecosystem, where difference—not uniformity—drives resilience and innovation. In this view, avoiding synthetic monoculture is a prerequisite for genuine "Consciousness Plurality."