Reasoning

Step-by-step inference behavior used to derive conclusions from context, rules, or intermediate states.

In AI discussions, reasoning usually means producing conclusions through intermediate inference steps rather than only pattern-matching a final answer.

Practical quality depends on task framing, available context, and verification loops. Reasoning quality is often evaluated with multi-step tasks and error analysis.