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Machine Brief|

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  3. /Chain of Thought
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Chain of Thought

A prompting technique where you ask an AI model to show its reasoning step by step before giving a final answer.

Definition

A prompting technique where you ask an AI model to show its reasoning step by step before giving a final answer. Dramatically improves performance on math, logic, and complex reasoning tasks. Models that 'think out loud' make fewer errors because each step can build on verified intermediate results.

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Related Terms

Prompting

The text input you give to an AI model to direct its behavior.

Reasoning

The ability of AI models to draw conclusions, solve problems logically, and work through multi-step challenges.

Few-Shot Learning

The ability of a model to learn a new task from just a handful of examples, often provided in the prompt itself.

Activation Function

A mathematical function applied to a neuron's output that introduces non-linearity into the network.

Adam Optimizer

An optimization algorithm that combines the best parts of two other methods — AdaGrad and RMSProp.

AGI

Artificial General Intelligence.

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