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by rcarr 1279 days ago
It’s interesting because in the writing world there’s a spectrum with plotters at one end and pantsers at the other. Plotters work similarly to what you’ve suggested, starting with a plot and working their way down to the actual writing. Pantsers just start writing ‘by the seat of their pants’ and see what emerges. Stephen King is famously in the latter camp. Most people fall somewhere in between, having a rough plot in mind and work out the rest as they go along. Would be interesting to see different AIs take different approaches and see what emerged.
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The pantsers can also fit the model I've described. In this case GPT would keep in memory a sliding window of past N=1024 words, like it does today, but in addition to that it would remember the past N paragraph-tokens (symbols that are blurry versions of all the words in that paragraph), the past N chapter-tokens and so on. When generating words, GPT would first generate the next chapter-token, then the next paragraph-token and finally the next word-token.