On the other hand, arxiv has a huge audience, lately maybe even more than DL/NLP conferences, making the flag planting really effective, especially if you are from a prestigious group. So there is a real problem now with large, prestigious groups posting half-assed preliminary results in arxiv, and deterring more modest groups from working on the problem or bogging them down because they now need to compare themselves to the well-known arxiv approach, which often has serious reproducibility issues because it has not been peer-reviewed.
I'm not an arxiv hater, in fact I check arxiv every day and for the last year or so I have posted most of my papers in it. But the problem is real and something must be done. Not about arxiv which is just the messenger (and a good one), but about the flag-planting culture using it that has emerged in the field.