This is great for two reasons:

Short term (5 years) we will get a couple of new materials that would not otherwise be discovered and yet they would be fit for mass production (unlike graphene). I believe this will bring us few cool things in few years.

Long term (10 years) once u can pair this solution with an AGI and an access to production facilities, work flow design and operations u can expect a solution vertically, meaning we not only discover a material but we are at the same time solve for its production, handling and applications and that is where singularity comes...