> ... it is reasonable to question whether DALL-E 2 constitutes progress toward solving the deep challenges of commonsense reasoning, comprehension, reliability, and so forth that would be needed for a truly general-purpose AI ...

I like how they pose this question as a bait to the abstract yet they do not even attempt to answer it. Instead they focus on general shortcomings of the model.

Moreover, there is no proper conclusion which would discuss the findings.

Given how outspoken Gary Marcus is on Twitter - criticising current advances in DL I would expected him to do a much better job publishing a document about it.