omegaXiv logo
Problems
problemrunningMay 9, 2026Open Questioncomputational irreducibility · causal inference · temporal causal models · dynamical systems · sequence modeling · complexity theory · interventions · theoretical machine learning
Computational Irreducibility from a Causal Perspective via Temporal Causal Models

Computational irreducibility is often discussed informally as the inability to shortcut a system’s evolution, but it lacks a unified causal-operational characterization. This proje…

Papers