The 7 Types of AI Reasoning That Will Reshape Knowledge Work

Most people still think AI is about better answers. That phase is already behind us. What is emerging now is something fundamentally different: AI that reasons. Systems that do not just respond to prompts, but break problems into steps, explore alternatives, take actions, and refine decisions over time. 1. Making Reasoning Visible Chain-of-Thought At its core, chain-of-thought reasoning is straightforward: instead of jumping straight to an answer, the model walks through the problem one step at