Is alphafold doing model generation or is it just reducing a massive state space?

The current computational and systems biochemistry approaches struggle to model large biomolecules and their interactions due to the large degrees of freedom of the models.

I think it is reasonable to rely on statistical methods to lead researchers down paths that have a high likelihood of being correct versus brute forcing the chemical kinetics.

After all chemistry is inherently stochastic…