Or the other way around… are more recent approaches significantly disadvantaged because of the huge inertia of existing solutions by virtue of them having exist

Or the other way around… are more recent approaches significantly disadvantaged because of the huge inertia of existing solutions by virtue of them having existed in the training data both broadly and for a long time?