Perceptions and Rules in Computation Placing Intention Space Alongside the WolframLanguage

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Authors: Pronab Pal, Shubhasmita Behera
Cited by: 0

Abstract

Rule-based computation has achieved extraordinary expressive power, culminating in symbolic systems such as the Wolfram Language, where simple rules give rise to irreducible complexity. Yet many domains of human activity—social interaction, learning, governance, and culture—continue to resist purely rule-centric formalization. This paper proposes that the missing element is not additional rules but the explicit recognition of perception and intention as first-class computational constructs. We place Intention Space, a perception-driven computational framework, alongside the Wolfram Language to clarify their respective strengths, limits, and implications. Rather than opposing rule-centric computation, this comparison reveals how perception-centric formalisms can extend computational practice into domains where meaning, context, and human agency are essential.

Fields of Study & Subjects

Embodied and Extended Cognition Origins and Evolution of Life Language and cultural evolution

Publication details

Publication date
7 January 2026
Document type
Preprint