I'm not sure who claimed the brain was a "predictive engine" or what that means exactly. The OP specifically referenced predictive coding which describes precisely what is meant, and has empirical support.
If you meant this as a comparison to machine learning, then a predictive coding model closely matches.
Compression requires prediction, therefore your brain requires prediction.