Reasoning Beyond Logic

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Authors: Paola Di Maio
Cited by: 0

Abstract

This note challenges the prevailing assumption in AI research that formal logical reasoning, as validated by standardized testing, constitutes the benchmark for machine intelligence. Drawing on documented cases of embodied cognition, ecological reasoning, and transrational decision-making from contemplative traditions, it argues that the current focus on reproducing exam-passing reasoning encodes a culturally narrow and epistemically impoverished model of intelligence. The note proposes that knowledge representation systems for AI should accommodate non-logical yet demonstrably valid forms of reasoning, and that failure to do so constitutes a systematic engineering limitation rather than a philosophical footnote.

Fields of Study & Subjects

Logic Reasoning and Knowledge Embodied and Extended Cognition Cognitive Computing and Networks

Publication details

Journal / source
Figshare
Publication date
1 January 2026
Language
EN
Document type
Book