From Prediction to Understanding: An Analysis of World Models with Causal Graphs

Executive Summary The field of artificial intelligence is undergoing a profound transition, moving beyond models that merely predict outcomes based on statistical correlations to systems that build an internal, manipulable Read More …

Liquid Neural Networks: A Paradigm of Adaptive Intelligence Inspired by Biological Dynamics

Introduction to a New Class of Neural Computation Beyond Scale: A New Philosophy for AI The field of artificial intelligence has, in recent years, been dominated by a paradigm where Read More …