2 papers
cs.AI2026
On the Smallness of the Large Language Models Scaling Exponents
Sauro Succi, Peter V. Coveney, Alex Hansen
We discuss reasons why the scaling exponents of current Large Language Models (LLMs) applications are indicating an unsustainable regime in terms of energy resources. We further sh…
cond-mat.stat-mech2024
A geometrical interpretation of critical exponents
Henrique A. Lima, Edwin E. Mozo Luis, Ismael S. S. Carrasco +2
We develop the hypothesis that the dynamics of a given system may lead to the activity being constricted to a subset of space, characterized by a fractal dimension smaller than the…