As ChatGPT and other LLMs repackage info into superficial approximations, like lossy compression for images, the web will become a blurrier version of itself
OpenAI's chatbot offers paraphrases, whereas Google offers quotes. Which do we prefer? — In 2013, workers at a German …
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Discussion
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@jathansadowski
Jathan Sadowski
on x
As much as Ted Chiang's fiction is fantastic, it's really his non-fiction that I could read forever. His two paragraphs here about using ChatGPT as a writing tool are the most thoughtful comments I've seen about its utility and the practice of writing. https://www.newyorker.com/.…
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@ryanqnorth
Ryan North
on x
I've been waiting for someone to write an article like this for a while! It gracefully and accessibly explains, from a computer science perspective, what “AI” like Chat-GPT is doing, what it's NOT doing, and where the value is. Worth a read! https://www.newyorker.com/...
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@adrianhon
Adrian Hon
on x
Goddammit Ted Chiang, is it not enough for you to be an amazing fiction writer that you also have to defeat us all at non-fiction? https://www.newyorker.com/...
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@papapishu
@papapishu
on x
I think there is a lot to this analogy. AI as a series of lossy copies that slowly degrade over time. https://www.newyorker.com/...
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@jathansadowski
Jathan Sadowski
on x
Of course Ted Chiang would provide one of the best, clearest descriptions of how exactly ChatGPT works. Explaining that large language models are essentially a hyper compressed image of the entire web is a clever analogy that makes perfect sense. https://www.newyorker.com/... htt…
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@neilturkewitz
Neil Turkewitz
on x
A brilliant piece from Ted Chiang in @NewYorker: “Obviously, no one can speak for all writers, but let me make the argument that starting with a blurry copy of unoriginal work isn't a good way to create original work.” https://www.newyorker.com/...
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@odannyboy
Dan Saffer
on x
“Most of our fears or anxieties about technology are best understood as fears or anxiety about how capitalism will use technology against us.” Ted Chiang on ChatGPT https://www.newyorker.com/...
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@mdbell79
Matt Bell
on x
Ted Chiang on the “hallucinations” of ChatGPT: “if a compression algorithm is designed to reconstruct text after 99% of the original has been discarded, we should expect that significant portions of what it generates will be entirely fabricated...” https://www.newyorker.com/...
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@henrycooke
Henry Cooke
on x
This Ted Chiang piece on ChatGPT as a lossy compression algorithm for the web is the best thing I've read on it as a tool for writing. https://www.newyorker.com/... https://t.co/...
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@gopalsathe
Gopal Sathe
on x
“It retains much of the information on the Web, in the same way that a jpeg retains much of the information of a higher-resolution image, but, if you're looking for an exact sequence of bits, you won't find it; all you will ever get is an approximation.” https://www.newyorker.com…
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@simonkirby
Simon Kirby
on x
Chiang on resisting GPT as writing tool:"Your first draft isn't an unoriginal idea expressed clearly; it's an original idea expressed poorly, and it is accompanied by your amorphous dissatisfaction, your awareness of the distance between what it says and what you want it to say."…
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@timfinin
Tim Finin
on x
Award-winning science fiction author Ted Chiang (who has a CS degree, btw) has a new article in the New Yorker on ChatGPT. He makes an interesting analogy for what it does to lossy compression of the text from which its LLM was created. #AI #LLM #ChatGPT https://www.newyorker.com…
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@mraginsky
Maxim Raginsky
on x
A thread on Ted Chiang's New Yorker piece about ChatGPT. WARNING: this will get into technical detail about lossy compression, generative modeling, and the meaning of the word “blurry.” 1/16 https://www.newyorker.com/...
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@tonyzador
Tony Zador
on x
Brilliant discussion of ChatGPT as lossy compression ("blurry jpeg") of the internet, and why its lossiness contributes to it seeming so clever. https://www.newyorker.com/... https://twitter.com/...
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@jjvincent
James Vincent
on x
ted chiang explaining the mechanisms that animate AI language models as a form of lossy compression is, of course, a perfect analogy — intuitive, simple, and illuminating https://www.newyorker.com/... https://twitter.com/...
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@gralefrit
Joel Morris
on x
This is a brilliant point. AI isn't simulating human creativity, because it's not shit enough. Being creative isn't about doing stuff well, it's about doing stuff really badly, and fixing it. The only authentic simulation of human creativity in AI art is the fingers. https://twit…
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@pavelasamsonov
@pavelasamsonov
on x
GPT is a blurry jpeg of the web, but in text compression artifacts seem like understanding. “When we're dealing with sequences of words, lossy compression looks smarter than lossless compression.” https://www.newyorker.com/...
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@katyilonka
@katyilonka
on x
among other things, ted chiang's essay about chatGPT as a blurry jpeg of the web is a great example of the power of metaphor as a thinking tool: by thinking through the ways in which this metaphor is and isn't accurate, https://www.newyorker.com/...
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@brianroemmele
Brian Roemmele
on x
In 100 years history will be generated in demand through a frosted window of reiteration of reiteration of reiteration of a copy from snippets. https://twitter.com/...
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@jjvincent
James Vincent
on x
also this point is very telling: if OpenAI and others exclude AI-generated text from the training data of future LLMs, what does that tell you about the quality of that AI-generated text? https://twitter.com/...
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@michaelluo
Michael Luo
on x
Really clarifying assessment by the great science fiction writer Ted Chiang. “There's nothing magical or mystical about writing, but it involves more than placing an existing document on an unreliable photocopier and pressing the Print button.” https://www.newyorker.com/...
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@thisishannahkim
Hannah Kim
on x
“Starting with a blurry copy of unoriginal work isn't a good way to create original work... Sometimes it's only in the process of writing that you discover your original idea... Your first draft isn't an unoriginal idea expressed clearly; it's an original idea expressed poorly.” …
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@craigmod
Craig Mod
on x
“ChatGPT is so good at this form of interpolation that people find it entertaining: they've discovered a “blur” tool for paragraphs instead of photos, and are having a blast playing with it.” https://www.newyorker.com/...
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@meadwriter
K.C. Mead-Brewer
on x
“the more that text generated by large-language models gets published on the Web, the more the Web becomes a blurrier version of itself” god, I love Ted Chiang; fantastic essay https://www.newyorker.com/...
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@gwillowwilson
G. Willow Wilson
on x
Ted Chiang is exactly the person you want to hear explaining AI. https://www.newyorker.com/...