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"Murky and misty streets, coughing townsfolk, and the distant toll of a plague doctor's bell all feature in Hogne's most-watched video, which has racked up 53 million views. It has sparked fascination among many, but historian Dr Amy Boyington describes the medieval-themed video as "amateurish" and "evocative and sensational" rather than historically accurate. "It looks like something from a video game as it shows a world that is meant to look real but is actually fake." She points out inaccuracies like the depiction of houses with large glazed windows and a train track running through the town which wouldn't have existed in the 1300s. Historian and archaeologist Dr Hannah Platts has also noticed significant inaccuracies in a video depicting the eruption of Mount Vesuvius at Pompeii. "Due to Pliny the Younger's eyewitness account of the eruption, we know that it didn't start with lava spewing everywhere so to not use that wealth of historical information available to us feels cheap and lazy.""

"Applications of these systems have been plagued by persistent inaccuracies in their output; these are often called "AI hallucinations". We argue that these falsehoods, and the overall activity of large language models, is better understood as bullshit in the sense explored by Frankfurt (On Bullshit, Princeton, 2005): the models are in an important way indifferent to the truth of their outputs. We distinguish two ways in which the models can be said to be bullshitters, and argue that they clearly meet at least one of these definitions. We further argue that describing AI misrepresentations as bullshit is both a more useful and more accurate way of predicting and discussing the behaviour of these systems."