arxivcs.LGcs.AInlin.AO2026-07-20
Intelligence from Learnable Novelty
Intelligence appears under different names in different fields: as data compression in statistics and machine learning, as universal computation in dynamical systems, and as adaptive behavior in agents. Each field carries its own objective, and the two most influential drives oft…