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Guided Reasoning: A Non-Technical Introduction

arXiv 2408.16331 ↗First posted 29 Aug 2024cs.AI cs.HCcited by 0

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Abstract (arXiv)

We introduce the concept and a default implementation of Guided Reasoning. A multi-agent system is a Guided Reasoning system iff one agent (the guide) primarily interacts with other agents in order to improve reasoning quality. We describe Logikon's default implementation of Guided Reasoning in non-technical terms. This is a living document we'll gradually enrich with more detailed information and examples. Code: https://github.com/logikon-ai/logikon

Key facts. No citing papers in the map yet (data through 7 Oct 2026). Builds on 5 of its 15 references that are in the map. First posted on arXiv 29 Aug 2024.

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References · 5

  1. 2018AI safety via debatecited by 384
  2. 2019Explain Yourself! Leveraging Language Models for Commonsense Reasoningcited by 367
  3. 2024Debating with More Persuasive LLMs Leads to More Truthful Answerscited by 255
  4. 2019Corpus Wide Argument Mining -- a Working Solutioncited by 36
  5. 2021DeepA2: A Modular Framework for Deep Argument Analysis with Pretrained Neural Text2Text Language Modelscited by 7

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