Primer
  • Factored Cognition Primer
  • Intro
    • Factored Cognition
    • Before We Start
  • Chapters
    • Hello World
    • Question Answering
      • Q&A without context
      • Q&A about short texts
    • Debate
      • Representing debates
      • From debates to prompts
      • The debate recipe
    • Long Texts
      • Loading paper text
      • Finding relevant paragraphs
      • Answering given paragraphs
    • Amplification
      • Asking subquestions
      • Answering subquestions
      • One-step amplification
      • Recursive amplification
    • Verifiers
      • Checking answers
      • Checking reasoning steps
    • Tool Use
      • Web search
      • Interpreters
    • Deduction
      • Chain of Thought
    • Action Selection
      • One-shot action selection
      • Iterative action selection
    • Amplification Revisited
  • Appendix
    • What’s next?
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  1. Chapters

Deduction

Drawing conclusions from premises

PreviousInterpretersNextChain of Thought

Last updated 2 years ago

Many questions require multiple steps of inference before they can be answered. The simplest approach is to do this kind of reasoning within a single language model call—“chain of thought”, and that’s all we’re covering in the Primer right now:

  • : Let’s think step by step.

However, there are more compositional ways of approaching this, including the one outlined in the paper , and the reader (you) is encouraged to implement them.

Chain of Thought
Selection-Inference