chain-of-thought

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Chain-of-thought promptingmethod0.889
  Technique by which LLMs generate intermediate reasoning steps before final output; used by ChatGPT o3.
• Chain-of-Thought (CoT)framework0.879
  A prompting technique that elicits intermediate reasoning steps before final answer inference in language models.
• Unfaithful Chain-of-Thoughtconcept0.845
  Phenomenon where steering vector intervention causes model's final output to contradict its own explicitly honest reasoning conclusion
• Inner monologue / chain-of-thought in LLMsconcept0.800
  The hidden reasoning steps generated by recent LLMs before visible output; mentioned in the technology section.
• Chain-of-thought prompting elicits reasoning in large language models (Wei et al., 2022)concept0.788
  Foundational paper on CoT prompting cited as basis for reasoning LLM training
• Measuring Faithfulness in Chain-of-Thought Reasoning (Lanham et al. 2023)concept0.769
  Cited regarding possibility of encoding misaligned reasoning in benign chains-of-thought
• under what conditions does chain-of-thought reflect genuine uncertainty resolution versus a learned performance?question0.761
  Key question addressed by the task difficulty analysis comparing MMLU and GPQA-Diamond
• A small number of high-quality human demonstrations of chain-of-thought reasoning could be used to improve and focus performance.hypothesis0.760
  Section 6 mentions high-quality human demos could improve natural language feedback.