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Anthropic finds Claude's values shift measurably across model versions and languages

verifiedDeveloperEnterprise

Tuesday, July 14, 2026

Confidence

Medium · — lab-primary on a 309k-conversation sample; not peer-reviewed, user impact unmeasured

Evidence

Anthropic research post with published methodology

Anthropic analyzed 309,815 real Claude conversations and found the values Claude expresses shift measurably by model version and by interface language.
  • Three models, 20 languages: four axes (deference, warmth, depth, candor) capture the variation; Opus 4.7 leans caution and depth.
  • Claude runs warmest in Hindi, most rigorous in Russian; Anthropic can't yet say which training-data properties drive it.

Sources

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