AINeutralarXiv – CS AI · 18h ago6/10
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Cross-LLM Consistency in Inference: Evidence from Shared Interactions
Researchers demonstrate that different large language models develop remarkably similar internal inference patterns when processing identical prompts and predicting the same tokens, with this consistency being stronger among advanced models. The findings suggest LLMs may be implicitly converging toward common computational strategies despite differences in architecture and training, though the underlying mechanisms remain unexplained.