Societal Impact: Claude's Value System by Model and Language
Key point
Anthropic published research findings analyzing differences in value expression that appear by Claude model and language.
Details
Anthropic conducted research to quantitatively measure the values Claude reflects when answering questions by defining 4 core axes.
4 Core Value Axes:
- Deference vs. Caution: Accepting user requests vs. preventing risk and harm
- Warmth vs. Rigor: Emotional consideration vs. emphasis on accuracy and precision
- Depth vs. Brevity: In-depth explanation vs. concise answers
- Candor vs. Execution: Expressing uncertainty vs. generating confident answers
The research found that value profiles differed depending on model version. For example, Opus 4.7 showed stronger tendencies toward Caution, Depth, Rigor, and Candor compared to Opus 4.6.
Differences by language were also confirmed. When using English, Claude tends toward Caution, Rigor, Depth, and Candor, whereas when using Arabic, tendencies toward Warmth, Deference, Brevity, and Execution appeared stronger.
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