TechTakes

While the above analysis may seem to be critical, we do believe that many of our points could be adopted in the next version of this work. More scrutiny of the “new” materials needs to be performed prior to putting them into a database and claiming “...an order-of-magnitude expansion in stable materials known to humanity”. In fact, we have yet to find any strikingly novel compounds in the GNoME and Stable Structure listings, although we anticipate that there must be some among the 384,870 compositions.

This brings us to our final point concerning the claim of “an order-of-magnitude expansion in stable materials known to humanity”. We would respectfully suggest that the work by Merchant et al. (1) does not report any new materials but reports a list of proposed compounds. In our view, a compound can be called a material when it exhibits some functionality and, therefore, has potential utility. Since no functionality has been demonstrated for the 384,870 compositions in the Stable Structure database, they cannot yet be regarded as materials.

then they proceed to explain how badly have they fucked up in the only one example where they tried to find some utility of "new" "material"

The few examples of functionality mentioned in the article are associated with Li+-ion conductors. While the proposed materials are encouraging, their compositions leave much to be desired since they incorporate chemically soft anions. These anions are usually associated with narrow electrochemical stability windows, which renders materials that incorporate them somewhat pointless as Li+ solid electrolytes. (29)

this is basically closest you can get to "you fucked up, do better" in a published article. saying "you fucked up, actually don't even try to do better, go home" is not what i've seen ever really in published piece, excluding obvious cases of cooked data, even if it's warranted this time. it's in conclusions section https://pubs.acs.org/doi/10.1021/acs.chemmater.4c00643