Reasoning is the process of working through a problem in steps rather than jumping straight to an answer. For an LLM, it means producing intermediate thoughts — a chain of logic — before committing to a response.
Think of it this way: when you ask someone a hard question, a thoughtful person doesn't blurt the first thing that comes to mind. They pause, break the problem down, consider what they know, check their logic, and then answer. Reasoning gives LLMs that same pause.
Ma Uttaram
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Reasoning Techniques
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