core concepts
Extended Thinking
A capability where AI models generate internal reasoning chains before producing a final response, spending more compute on harder problems. Extended thinking enables models to tackle complex multi-step problems that quick responses would get wrong.
In practice
Claude with extended thinking might spend 30 seconds reasoning through a complex coding problem before writing the solution.