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What don't you like about the article? A lot of people don't understand the limitations of ChatGPT and I think it's worth talking about. I like "blurry jpeg" a lot better than "hallucination".


> "What don't you like about the [blurry jpeg] article?"

It's valid at some technical level but I dislike it so much. There are so many things. If I had to pick only a few, it's that it encourages to see LLMs as a worse and static rendering of an 'ideal' piece of data that we already have. This is not how the LLMs are useful. An LLM can be at its best when it's explaining or imagining for example something like 'how could x be combined with y in the context of z.' The LLM uses its imagination to answer it. Some would say 'hallucination' which isn't so good description. But in the metaphor of 'blurry jpeg' its answer could only be described as a 'jpeg artifact'. Which is bad. The most useful help that an LLM provides is analogous to the worst aspect of a blurry jpeg. Ughhh I hate it so much.

I don't want to be only negative so I'll put an example of an LLM take that I think is good, it's the simulators essay https://generative.ink/posts/simulators/

Also I can easily believe that Ted Chiang is an excellent science fiction story author I have read almost none of his stories but I heard they are great and I want to read them soon.




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