Graph of Thoughts is an advanced reasoning framework that extends structured thinking beyond linear or tree-based approaches. It represents reasoning as a graph, allowing multiple interconnected paths and dependencies between ideas rather than a single chain of reasoning.
GoT is most valuable for problems where relationships between reasoning steps are not strictly hierarchical — where ideas interact and inform each other in complex ways. For straightforward multi-step tasks, simpler approaches like Chain of Thought often suffice. GoT earns its complexity on problems that genuinely require reasoning across multiple interrelated considerations simultaneously.
