4 pages tagged

#planning

chain-of-thought

CoT "think step by step" + Tree of Thoughts; test-time compute; ancestor of reasoning models.

self-reflection

Reflexion / Chain of Hindsight / Algorithm Distillation; ancestor of verifier + ralph-wiggum loops.

task-decomposition

Planning by subgoals: CoT, Tree of Thoughts, LLM+P; the decomposition half of agent Planning.

2026-06-04-llm-powered-autonomous-agents

Lilian Weng's 2023 foundational survey: agent = LLM brain + Planning + Memory + Tool use.