HN may provide a good reality check for AI/NN (I'm not equipped to say). But HN is not a physics site, and it's really not such a good place to go for a reality check on physics. (Not really a criticism. HN doesn't claim to be a physics site.)
For the small minority who are going to say "I'm really smart and I've taken some physics classes" ... please consider how far "I'm really smart and I've taken some programming classes" would get you on HN.