AI Blog

by Michele Laurelli

Chain-of-Thought Prompting

Technique

Definition

Prompting technique encouraging LLMs to show intermediate reasoning steps before answering.

Adding 'Let's think step by step' or reasoning examples improves complex task performance. Enables solving problems impossible with direct prompting.

Math word problems

Logical reasoning

Multi-step planning

The practice of designing effective text prompts to guide large language models toward desired outputs.

A neural network with billions of parameters trained on massive text datasets to understand and generate human language.

Michele Laurelli - AI Research & Engineering