Critiques like this tend to focus very hard on what models can't do. It's true, they have limitations.
But they're also superhuman in so many other ways. It's valid to point out limitations, but that doesn't support the conclusion that models are not incredibly powerful and capable of the functional equivalent of reasoning at human or superhuman levels in many scenarios.
They may be better than humans at reasoning but they are substantially worse than the first generation logic programs from the 1950s.