World Model Interpretability: From Decoding Representations to Understanding Latent Worlds

What this work does

The perspective distinguishes recoverable information in JEPA representations from understanding the predictive mechanisms of their latent worlds. It proposes a progression from grounding variables to testing causal roles and improving behavior.