it is really a damning with a slight hint of praise
We also note that, while many of the new compositions are trivial adaptations of known materials, the computational approach delivers credible overall compositions, which gives us confidence that the underlying approach is sound
In closing, we hope the comments presented here will usefully serve the large community of materials scientists and engineers in their continued quest to develop the next generation of useful materials. While we are confident that the tools of Artificial Intelligence and Machine Learning have a bright future in the field of materials discovery, more work needs to be done before that promise is fulfilled.
the other paper cited is that preprint from el reg article from some two months ago
also i wouldn't agree that research on plutonium intermetallics is useless, it's still a very useful material. granted, in civilian use it's mostly in form of ceramic plutonium dioxide, and i guess that some (most?) of plutonium alloying chemistry came to be in search of something that could be called stainless plutonium, which would make nuclear weapons design much easier and more reliable. but it's not completely useless and it can have actual civilian applications
also authors note that even such noncontroversial thing as writing compound formula in standardized, conventional way and sorting them by compound class was too hard for them