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shrinking generative horizon

topic1 events
papersTODAY 04:00 UTC

Paper examines how alignment reduces diversity in LLM outputs

A new arXiv paper studies why aligned large language models tend to generate less varied text, linking the effect to probability concentration in their output distributions. The authors describe this as a shrinking generative horizon caused by alignment procedures. The work is a research analysis and does not announce a model or product.

llm/alignment/research/diversity