"People outside the field are often surprised and alarmed to learn that we do not understand how our own AI creations work. They are right to be concerned: this lack of understanding is essentially unprecedented in the history of technology. "

Worth a read from Dario Amodei, we're sailing somewhat un-chartered waters now.

https://www.darioamodei.com/post/the-urgency-of-interpretability

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