That doesn't sound good in terms of future-proofing this technology. If I want to read stuff 200 years from now, the knowledge necessary for that process will be buried deep inside some opaque ML blob.
In 200 years the goal will be the same, and hopefully we will have a better algorithm of eliminating the noise.