LLMs e o Raciocínio Lógico: Um Estudo de Caso com Desafios de Lógica

This paper evaluates the ability of seven Large Language Models(LLMs) to solve logic challenges. The models tested include GPT-4, Claude 3.5 (Sonnet and Haiku), Gemini 1.5, Llama 3.1, Grok,and Mistral 7B. Four challenges were proposed, and the resultsdemonstrate that none of the LLMs were able to solve all challengescorrectly. The study highlights the current limitations of LLMs inlogical reasoning tasks, despite advancements in other areas ofnatural language processing.

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Publication Details

Journal
Anais do Computer on the Beach
Published
2025-05-27
DOI
https://doi.org/10.14210/cotb.v16.p599-601
Primary Topic
Business and Management Studies
Type
article
Field-Weighted Citation Impact
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article

LLMs e o Raciocínio Lógico: Um Estudo de Caso com Desafios de Lógica

Benjamin Grando Moreira
Anais do Computer on the Beach
Business and Management Studies
article

LLMs e o Raciocínio Lógico: Um Estudo de Caso com Desafios de Lógica

Benjamin Grando Moreira
article en

Abstract

This paper evaluates the ability of seven Large Language Models(LLMs) to solve logic challenges. The models tested include GPT-4, Claude 3.5 (Sonnet and Haiku), Gemini 1.5, Llama 3.1, Grok,and Mistral 7B. Four challenges were proposed, and the resultsdemonstrate that none of the LLMs were able to solve all challengescorrectly. The study highlights the current limitations of LLMs inlogical reasoning tasks, despite advancements in other areas ofnatural language processing.

Anais do Computer on the Beach
Universidade Federal de Santa Catarina (BR)
Openalex Percentile: Top 88%
Business and Management Studies
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LLMs e o Raciocínio Lógico: Um Estudo de Caso com Desafios de Lógica — Benjamin Grando Moreira · Anais do Computer on the Beach (2025) | TGRS Research Map | TGRS