[taneq]

The repetition here is a common rhetorical device, not necessarily an indication of self-doubt.

That said, I agree with your overall position on ML publications. So much of what we see is a tech demo protected by some kind of moat, either a private commercial dataset or insatiable processing requirements or missing code or a combination of the above. These aren’t science, they’re advertisements.