AsI recall, Terry Winograd later claimed SHRDLU was the beginning of the end of the strong AI trajectory, at least at that time. I believe he, or someone close, said the central weakness of the system was that when it failed, it did not have any understanding that it had failed, much less why. Seems this is the current SOTA in chatbots now, given the somewhat snarky examples in the article.