Like, "Based on the amount of sunscreen you purchase, you would probably prefer this shady canyon hike instead of this other fully sun-exposed one". (absolutely correct BTW)

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It's the same problem that I tried to get at here.

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Remember these are tokenized with extremely long context windows, with each token associated to a position. So numbers in different positions lead to different outputs. Like, for the number “123456789101”, it’s “1 given ‘1’ 11 positions prior and ‘2’ 10 positions prior and ‘3’ 9 prior” etc

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(One thing I’ve learned from operationalizing ethics is that it’s important to pinpoint distinct boundaries so we don’t get lost into meandering convos of talking past one another. So just want to be clear that we’re heading past the realm of the paper itself.) 2/

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I reposted this, but tacking itonto this thread as well bc I think it's useful context. Margaret was also a co-author of the Stochastic Parrots paper and recently offered some thoughts on which parts of the analogy hold up (and which have been widely misunderstood): medium.com/@margarmitch...

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