Why chatbots are bound to spout bulls**t

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Why chatbots are bound to spout bulls**t
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Why chatbots are bound to spout bulls**t via IrishTimesBiz

And how could it be otherwise? ChatGPT doesn’t have a model of the world. Instead it has a model of the kinds of things that people tend to write. This explains why it sounds so astonishingly believable. It also explains why the chatbot can find it challenging to deliver true answers to some fairly straightforward questions.

Gary Marcus, author of Rebooting AI, explained on Ezra Klein’s podcast: “Everything it produces sounds plausible because it’s all derived from things that humans have said. But it doesn’t always know the connections between the things that it’s putting together.” Which prompted Klein’s question, “What does it mean to drive the cost of bulls**t to zero”?

I’m not qualified to speculate on that question, but one thing is clear enough: there is plenty of demand for bulls**t in the world and, if it’s cheap enough, it will be supplied in enormous quantities. Think about how assiduously we now need to defend ourselves against spam, noise and empty virality. And think about how much harder it will be when the online world is filled with interesting text that nobody ever wrote, or fascinating photographs of people and places that do not exist.

I wrote about the bulls**t problem in early 2016, before the Brexit referendum and the election of Donald Trump. It was bad then; it’s worse now. After Trump was challenged on Fox News about retweeting some false claim, he replied, “Hey, Bill, Bill, am I gonna check every statistic?” ChatGPT might say the same.

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