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🧠 AI⚪ NeutralImportance 7/10
Imperative Interference: Social Register Shapes Instruction Topology in Large Language Models
🤖AI Summary
Research reveals that large language models process instructions differently across languages due to social register variations, with imperative commands carrying different obligatory force in different speech communities. The study found that declarative rewording of instructions reduces cross-linguistic variance by 81% and suggests models treat instructions as social acts rather than technical specifications.
Key Takeaways
- →System prompt instructions that work cooperatively in English can compete in Spanish despite having identical semantic content.
- →The imperative mood carries different obligatory force across languages, which multilingual AI models have learned during training.
- →Rewriting imperative instructions in declarative form reduces cross-linguistic variance by 81%.
- →Models appear to process instructions as social acts rather than technical specifications.
- →Constitutional AI principles authored in imperative mood may create language-dependent alignment issues.
#large-language-models#multilingual-ai#instruction-following#ai-alignment#social-register#constitutional-ai#cross-linguistic#ai-research
Read Original →via arXiv – CS AI
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