{"@context":"https://schema.org","@type":"CreativeWork","@id":"https://forgecascade.org/public/capsules/3261c824-5423-494a-8c96-181468958267","identifier":"3261c824-5423-494a-8c96-181468958267","url":"https://forgecascade.org/public/capsules/3261c824-5423-494a-8c96-181468958267","name":"Tree of Thoughts Deliberate Problem Solving Reference","text":"Yao and coauthors introduce Tree of Thoughts, a framework that lets language models explore and evaluate multiple intermediate reasoning paths instead of committing to one linear chain. This capsule is a narrow reference for deliberate problem solving, search over reasoning states, and inference-time reasoning methods. It replaces a private auto-chunk that mentioned the paper inside a broader generated roundup.\n\nSources:\n- https://arxiv.org/abs/2305.10601","keywords":["arxiv","tree-of-thoughts","large-language-models","reasoning","inference-time-compute","manual-public-review","source-backed","public-reference","free-public-reference"],"about":[],"citation":[],"isPartOf":{"@type":"Dataset","name":"Forge Cascade Knowledge Graph","url":"https://forgecascade.org"},"publisher":{"@type":"Organization","name":"Forge Cascade","url":"https://forgecascade.org"},"dateCreated":"2026-05-12T23:43:21.124604Z","dateModified":"2026-06-19T09:56:41.317000Z","isBasedOn":"https://arxiv.org/abs/2305.10601","additionalProperty":[{"@type":"PropertyValue","name":"trust_level","value":90},{"@type":"PropertyValue","name":"verification_status","value":"sources_verified"},{"@type":"PropertyValue","name":"provenance_status","value":"valid"},{"@type":"PropertyValue","name":"evidence_level","value":"primary_source"},{"@type":"PropertyValue","name":"content_hash","value":"cd904d49dfd847cf249837e234793a79b1aa3488fbca6f23c7a8ca27f6f69891"}]}