Tree of Thoughts RSS

AI, Tree of Thoughts -

Tree-of-Thought improves prompting of large language models (LLMs) by generalizing the concept of Chain-of-Thought prompting and introduces a tree search across language model thoughts, including state evaluation and backtracking. Experiments on toy tasks show large improvements over both classic and Chain-of-Thought prompting. OUTLINE: 0:00 - Introduction 1:20 - From Chain-of-Thought to Tree-of-Thought 11:10 - Formalizing the algorithm 16:00 - Game of 24 & Creative writing 18:30 - Crosswords 23:30 - Is this a general problem solver? 26:50 - Ablation studies 28:55 - Conclusion Paper:   Abstract: Language models are increasingly being deployed for general problem solving across a wide...

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AGI, AI, AI Models, GPT-4, Tree of Thoughts -

A new A.I. paper is released: “Tree of Thoughts: Deliberate Problem Solving with Large Language Models” It’s by researchers at Princeton University and Google DeepMind. It's shows how increase the ability for GPT-4 to autonomously solve complex problems... but it comes with a warning.         Paper: PDF:    

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