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AI 101: Fast vs. Deep Thinking AI

Distinguish between standard models and reasoning models that use extended thinking

Just like people, not all AI models "think" in the same way. Some are designed to give you a quick, almost intuitive answer, while others are built to be more deliberate, taking their time to "think through" a problem step-by-step. Understanding this basic difference is key to knowing what to expect from an AI.

 

Related topics

 

  • Understand that AI generates text through statistical pattern prediction, not fact retrieval or true reasoning
  • Know that AI can conduct deep research tasks, analyzing multiple sources over extended timeframes
  • Understand what agents are: AI systems that can take actions and use tools autonomously

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