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Home/Glossary/Tree of Thoughts
AI Glossary Term

What does “Tree of Thoughts” mean?

Definition

A reasoning approach where a model explores multiple branching solution paths and selects the most promising ones.

Related terms

Chain-of-Thought
A reasoning style where an AI model decomposes a problem into intermediate steps.
Constitutional AI
A training and behavior-shaping approach where model outputs are guided by a fixed set of written principles.
Top-k Sampling
A decoding strategy that samples only from the k most likely next tokens.
Test-Time Compute
Additional inference computation used during response generation to improve quality or reasoning.
AGI (Artificial General Intelligence)
A hypothetical AI system that can perform most intellectual tasks at a human level across many domains.
Artificial Intelligence (AI)
The broad field of building systems that perform tasks requiring pattern recognition, reasoning, language, or decision-making.

Learn more in our free guides

Tree of ThoughtsMonte Carlo Tree SearchTree-of-Thoughts ReasoningGraph-of-Thoughts Reasoning

See also

ReActDPO (Direct Preference Optimization)Agentic LoopQLoRAMCP (Model Context Protocol)Flash AttentionKV CacheMulti-Head Attention
PreviousReActNextDPO (Direct Preference Optimization)
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