How likely it is for a big generalist model to make this obsolete? I'm sure it has enough capacity to filter out the noise on its own, if trained on a good data

How likely it is for a big generalist model to make this obsolete? I'm sure it has enough capacity to filter out the noise on its own, if trained on a good dataset, moreover it's pretty well suited for that.