Bounded Time and Contextual Intelligence: A Layered Critique of Brute-Force AI Scaling

OSF Preprints (OSF Preprints) 2026 Preprint Open access

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Authors: Shubham Swarnkar
DOI: 10.17605/osf.io/hydkr
Cited by: 2

Abstract

This project contains a conceptual and architectural position paper examining abstraction choices in artificial intelligence systems, with particular focus on time, memory, and continuity. The work critiques brute-force scaling approaches and proposes a layered model for bounded intelligence.

Fields of Study & Subjects

Computability Logic AI Algorithms Cybernetics and Technology in Society Artificial Intelligence in Games

Publication details

Journal / source
OSF Preprints (OSF Preprints)
Publication date
1 January 2026
Language
EN
Document type
Preprint