LLM Reasoning Shifts to Natural Language
Recent discussions highlight a major shift in LLM reasoning research from symbolic to natural language representations, while experiments show that pre-trained LLMs can perfectly solve string concatenation tasks with just a single demonstration.
2026-07-27 ~ 2026-07-27 · 2 related posts
- Reasoning research’s biggest shift, from symbolic traces to natural language — denny_zhou · 2026-07-27
- One in-context demo lets pretrained LLMs solve a name-concatenation task perfectly — denny_zhou · 2026-07-27