Structured Outputs Reduce LLM Diversity, Study Finds
A new study across 44 models reveals that requiring structured outputs, like JSON, significantly standardizes responses and reduces the natural diversity of LLM answers.
2026-07-27 ~ 2026-07-27 · 2 related posts
- Structured output may cut answer diversity across 44 language models — vista8 · 2026-07-27
- A 44-model study finds JSON prompts can make LLM answers more standardized — vista8 · 2026-07-27