An arXiv study reports that adding execution‑trace data to Code LLM prompts gives only marginal gains in supervised fine‑tuning and no significant improvement at test time. Read more: https://getnews.me/study-shows-code-semantics-offer-limited-gains-for-llm-reasoning/ #codellm #executiontraces