Extended Thinking: Drawing Out Complex Reasoning

AI Navigate Original / 3/24/2026

💬 OpinionTools & Practical UsageModels & Research
共有:

Key Points

  • Thinking mode builds step-by-step reasoning before answering
  • Use for hard math, long coding, strategy, research; not casual/instant
  • Turn ON via Claude/o1-o3/Deep Think; prompt stages/self-critique
  • Slow and 5-10x cost; pair Thinking with normal mode for clear output

What Is Extended Thinking

A feature giving AI more "time to think." Normal chat answers instantly, but in Thinking mode the AI builds reasoning step by step internally before answering. OpenAI's o1 / o3, Claude's Extended Thinking, Gemini's Deep Think apply.

When to Use It

UseNormal modeThinking mode
Casual question× (too slow)
Email draft×
Summary
Hard math/puzzle
Long-form coding
Strategic analysis
Research review

How to Turn It ON

Claude

  • Select a model with "Extended Thinking" (Opus etc.) in the model menu
  • Turn Thinking ON with the switch beside the chat input
  • Available on Pro / Team plans or above

ChatGPT

  • Select "o1" "o3" in model selection
  • These are always Thinking mode
  • Available on Plus / Team / Enterprise

Gemini

  • Deep Think mode (model menu)
  • Available on Gemini Advanced

Prompt Tips to Draw It Out

1. Instruct Stages

Solve the following problem.
1) Organize the premises
2) Consider 3 solution methods
3) The best method and its reason
4) Final answer

2. Include "Self-Criticism"

List 3 problems in your first draft and give a final version fixing each

3. Visualize "Uncertainty"

For each conclusion, state confidence (high/mid/low) and the basis

Limits and Cost

  • Slow: takes 30 sec to several minutes. Not for instant answers
  • High cost: 5-10x the tokens of a normal model. For long text it can be hundreds of yen
  • "Overthinking" problem: over-deliberating even on easy questions, wasting time and money

Pro Use Examples

  • Strategy planning: "next year's business strategy in order: market analysis → competitor → own strengths → 4 options → recommendation"
  • Code review: "point out all bugs, security, and performance issues in this code"
  • Research planning: "based on this paper, 5 unsolved problems and next research-theme ideas"
  • Hard-to-read contracts: "list all risk clauses in this contract and analyze each one's actual impact"

Using with Normal Mode

A workflow of tidying Thinking-produced conclusions in normal mode with "restate clearly," "summarize to 3 lines" is effective. Hard thinking in Thinking, communicable text in normal mode.