Planning / Reasoning

Trends & Concepts

Structured planning and logical reasoning across steps.

Planning and reasoning break tasks into subproblems and link intermediate results through logic.

Techniques: Task trees, goal decomposition, search algorithms, verification.
Applications: Workflow orchestration, debugging, data preprocessing, decision support.