I have seen the results from searches of patents in my field, and the patents that my colleagues get granted. It's hard to find even a single good patent in the bunch.
Is there a way to sample 5 random ML patents? I'd be surprised if half were any good.
I think the quality of examination and search is excellent given how little time examiners have. But mistakes still happen too frequently, and the mistakes can be highly costly. Better to stop problems upstream in my opinion by giving examiners more time.
Patent quality is related but different. I agree that patent quality is awful, but there's only so much an examiner can do to influence that. Attorneys have basically gamed the system to write vague legalese that's patentable but basically useless. And to paraphase a supervisor I knew at the USPTO, "Just because it's stupid doesn't mean that it's not patentable". I can't reject them if it meets the legal standards but is stupid.
Is there a way to sample 5 random ML patents? I'd be surprised if half were any good.