Abductive Reasoning With The GPT-4 Language Model: Case Studies From Criminal Investigation, Medical Practice, Scientific Research · The Large Language Model Bible Contribute to LLM-Bible

Abductive Reasoning With The GPT-4 Language Model: Case Studies From Criminal Investigation, Medical Practice, Scientific Research

Pareschi Remo. Arxiv 2023

[Paper]    
Applications GPT Interpretability And Explainability Model Architecture

This study evaluates the GPT-4 Large Language Model’s abductive reasoning in complex fields like medical diagnostics, criminology, and cosmology. Using an interactive interview format, the AI assistant demonstrated reliability in generating and selecting hypotheses. It inferred plausible medical diagnoses based on patient data and provided potential causes and explanations in criminology and cosmology. The results highlight the potential of LLMs in complex problem-solving and the need for further research to maximize their practical applications.

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