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Reasoning

2 posts tagged Reasoning.

ReAct: What the Reasoning + Acting Paper Actually Says

Every agent framework you've used is built on ReAct's thought/action/observation loop. The paper is more specific — and more fragile — than the abstractions suggest.

Tree of Thoughts: What the Paper Actually Says About LLM Search

Chain-of-thought is one path through a reasoning problem. Tree of Thoughts is a search over many paths. The NeurIPS 2023 paper shows 74% vs 4% on certain benchmarks. The production story is harder.