Multi-Step Reasoning

Multi-Step Reasoning is a technique where the model is guided to decompose complex tasks into sequential, logical steps to arrive at a solution incrementally. This approach encourages the model to focus on intermediate objectives, ensuring that each reasoning step builds toward the final goal. By structuring the problem-solving process in stages, Multi-Step Reasoning improves accuracy, reduces errors, and enhances interpretability, making it particularly effective for tasks such as mathematical problem-solving, logical inference, and scenario analysis.