Bounded Time and Contextual Intelligence: A Layered Critique of Brute-Force AI Scaling
Shubham Swarnkar · OSF Preprints (OSF Preprints) · 2026
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.