Everything on Modeling Theory

Descriptive models, which incorporate physical priors, are superior to predictive models for extrapolation in low-data regimes. This is critical for fields like climate science where future conditions are non-stationary.

Impact: Enhances the predictive power of AI models in uncertain environments, leading to more accurate long-term forecasts and better-informed decision-making.

— from Google's ERA AI Framework for Scientific Discovery · Latent Space: The AI Engineer Podcast· Sep 22, 2026