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CHOIR2 min read

Reach Into The CHOIR: Free-List Elicitation Uncovers Distinct Model Voices in LLM Ensembles

Open-ended LLM homogeneity can create false plurality when several systems appear to offer independent perspectives while returning the same familiar default.

By Ben Wigler, Maria TsfasmanarXiv - cs.AI

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Originally published by arXiv - cs.AI on Oct 1, 2026.

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