Advanced Chain-of-Thought Variants: Self-Consistency, Tree-of-Thought, and Reflection

Basic chain-of-thought is just the starting point. Self-consistency samples multiple reasoning paths and votes, tree-of-thought explores reasoning branches, and reflection prompts the model to critique its own output. Each variant improves reasoning reliability at the cost of additional compute — choose based on task stakes.