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SRC-e563da9b3a45cc73 · Source record

Towards Measuring the Representation of Subjective Global Opinions in Language Models

Anthropic researchers / arXiv · 5 connected claims

D01 · Marketing, Brand & Revenue SystemsD03 · Intelligence, Research & Decision ProductsD11 · AI Models, Agents & Human–AI InteractionD12 · Data, Knowledge, Search & EvidenceD15 · Experience Design, Interfaces & SpatialD19 · Measurement, Experimentation & EconomicsD20 · Consumer, Culture & Lifestyle Futures

Canonical route

https://arxiv.org/abs/2306.16388

Claims connected to this source

  1. MWITA-SR-2026-015GlobalOpinionQA was built from cross-national survey questions and answers to compare model outputs with country-conditioned human distributions.Evidence B
  2. MWITA-SR-2026-016Default model responses were closer to opinions in the United States and some European and South American populations than to all populations equally.Evidence B
  3. MWITA-SR-2026-017Country prompting shifted outputs toward the prompted population but could also produce harmful cultural stereotypes.Evidence B
  4. MWITA-SR-2026-018Translating questions into a target language did not necessarily make model responses most similar to speakers of that language.Evidence B
  5. MWITA-SR-2026-075No source in this bundle demonstrates an independently audited commercial decision outcome caused by synthetic-consumer evidence.Evidence D

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